{"id":"W2066208200","doi":"10.1080/10476210601017535","title":"Exploring the Popperian Framework in a Pre‐service Teacher Education Program","year":2006,"lang":"en","type":"article","venue":"Teaching Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Teacher education; Pedagogy; Mathematics education; Primary education; Pre-service teacher education; Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01127871,0.000483108,0.000342837,0.00486572,0.008315345,0.006532222,0.001276007,0.0008901703,0.001749434],"category_scores_gemma":[0.01440376,0.0002947862,0.0002236094,0.002027429,0.02187245,0.005320706,0.004768268,0.002741691,0.0001326514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007760756,"about_ca_system_score_gemma":0.007651745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006068502,"about_ca_topic_score_gemma":0.009444837,"domain_scores_codex":[0.9925541,0.005619547,0.00009607537,0.0003689905,0.0009222616,0.0004389501],"domain_scores_gemma":[0.9840157,0.01267313,0.000862712,0.0003547468,0.001578383,0.0005151744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005699417,0.0001534862,0.005368302,0.0002154989,0.00001411021,0.001458387,0.6560692,0.0007259104,0.0005308018,0.2961367,0.002320278,0.03695042],"study_design_scores_gemma":[0.00003549852,0.0001237749,0.006521547,0.0004363938,0.00001965789,0.0008313208,0.7031249,0.004543358,0.001527694,0.2081422,0.07465636,0.00003733648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8063371,0.001497318,0.0625357,0.01354805,0.0001396087,0.0005857793,0.0000420595,0.00008063492,0.1152339],"genre_scores_gemma":[0.9926615,0.0002365601,0.005150539,0.0002240411,0.00001025293,0.0001118547,0.000006723844,0.00001094677,0.001587597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127871,"threshold_uncertainty_score":0.05964822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569188162477638,"score_gpt":0.4220958382454764,"score_spread":0.2651770219977126,"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."}}