{"id":"W3171206587","doi":"10.29173/assert17","title":"Teaching for Change","year":2021,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004091624,0.0004157458,0.0004534742,0.001361851,0.00867692,0.009848656,0.001435814,0.003957598,0.2146959],"category_scores_gemma":[0.01194601,0.0003196482,0.0005950919,0.00105633,0.004993378,0.004595281,0.008552033,0.008370196,0.04979589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009384151,"about_ca_system_score_gemma":0.01764479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092604,"about_ca_topic_score_gemma":0.02746186,"domain_scores_codex":[0.9947411,0.001786267,0.0001426195,0.0005360785,0.001810943,0.0009829141],"domain_scores_gemma":[0.9923689,0.001012488,0.0002996308,0.0011347,0.001901912,0.00328225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002226553,0.0001338577,0.000678933,0.0001202133,0.000005923783,0.00008173928,0.002680885,0.00003795549,0.0002112313,0.1127809,0.7592915,0.1239547],"study_design_scores_gemma":[0.000008813218,0.00001297322,0.0004806421,0.00009795724,0.000002121985,0.0000538269,0.001328896,0.00002838124,0.00007522599,0.01009273,0.9878139,0.000004391169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001484425,0.002937921,0.001347568,0.1667758,0.01333414,0.0001105805,0.000211496,0.0002412321,0.8135567],"genre_scores_gemma":[0.05648939,0.002349245,0.00212085,0.05515332,0.003083586,0.000239091,0.0002480557,0.0002116202,0.8801048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2146959,"threshold_uncertainty_score":0.7182294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8153346542149069,"score_gpt":0.6652579327269725,"score_spread":0.1500767214879344,"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."}}