{"id":"W4205385561","doi":"10.1142/s021924622100005x","title":"BEYOND THE CHALLENGES: NEW INSIGHTS AND INNOVATIONS IN FIELD EDUCATION","year":2021,"lang":"en","type":"article","venue":"The Hong Kong Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Field (mathematics); Work (physics); Public relations; Engineering ethics; Political science; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461191,0.0007866687,0.0007756433,0.003148037,0.007206922,0.02004067,0.002492446,0.005647746,0.006239831],"category_scores_gemma":[0.009190654,0.0005014605,0.0008485095,0.002292231,0.03218861,0.02738736,0.007500948,0.007253082,0.0008801357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01517901,"about_ca_system_score_gemma":0.02043283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158684,"about_ca_topic_score_gemma":0.01767673,"domain_scores_codex":[0.9919223,0.004914688,0.0002575034,0.0004944206,0.0009295514,0.001481608],"domain_scores_gemma":[0.9843147,0.0101129,0.0006062648,0.001009629,0.001903317,0.002053054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004699493,0.0002498718,0.003219345,0.001276013,0.00001791965,0.0009931608,0.0964144,0.000597575,0.0002410416,0.7194352,0.02510913,0.1523994],"study_design_scores_gemma":[0.00002510312,0.0001545269,0.00223037,0.003207847,0.00001688967,0.0006570578,0.2096533,0.001005925,0.0004233874,0.2846306,0.4979186,0.00007644116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06793083,0.1598241,0.02280326,0.5401747,0.008305987,0.0002783203,0.0001531877,0.0001775089,0.2003521],"genre_scores_gemma":[0.8222392,0.09759431,0.01825658,0.02515227,0.003237915,0.0003172423,0.00008526653,0.0001024009,0.03301485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02004067,"threshold_uncertainty_score":0.1101319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221519452944147,"score_gpt":0.3502425379464146,"score_spread":0.3080273434169731,"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."}}