{"id":"W2586323940","doi":"10.33524/cjar.v17i3.285","title":"EXPLORING OTHER PRACTICUM POSSIBILI TIES: AN ACTION RESEARCH INITIATIVE","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Practicum; Institution; Acculturation; Action research; Medical education; Psychology; Action (physics); Pedagogy; Intervention (counseling); Sociology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07531828,0.001513905,0.001187304,0.002938713,0.02623984,0.01700651,0.009453362,0.007173764,0.004263983],"category_scores_gemma":[0.06250473,0.001565462,0.001278254,0.001658431,0.0283634,0.008710034,0.01599631,0.01365027,0.0005290328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02940392,"about_ca_system_score_gemma":0.07436232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05198657,"about_ca_topic_score_gemma":0.2063807,"domain_scores_codex":[0.8821909,0.09333675,0.001676009,0.005199625,0.008308838,0.009287921],"domain_scores_gemma":[0.8834313,0.05402286,0.007742312,0.008107438,0.01315832,0.03353783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002573556,0.004006684,0.0140846,0.0007443719,0.00005160795,0.002663582,0.870116,0.0006246798,0.005200163,0.01977801,0.00374306,0.07872991],"study_design_scores_gemma":[0.0001255469,0.0008121529,0.00668479,0.0004687602,0.00003357376,0.0005130331,0.9137585,0.001089672,0.001820769,0.004217627,0.07035147,0.0001240972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125987,0.0008507014,0.01805962,0.02958089,0.000469145,0.003363486,0.0000986694,0.0002846185,0.03469424],"genre_scores_gemma":[0.9575278,0.0006608263,0.0308862,0.001735433,0.00005763866,0.001605203,0.00006279482,0.00005646887,0.007407673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07531828,"threshold_uncertainty_score":0.3983259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9574056479316996,"score_gpt":0.6400912991282192,"score_spread":0.3173143488034804,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}