{"id":"W3094977945","doi":"10.4018/ijtepd.2021010103","title":"The Cycle of Enactment and Investigation","year":2020,"lang":"en","type":"article","venue":"International Journal of Teacher Education and Professional Development","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto; McGill University","funders":"","keywords":"Professional development; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414847,0.00005657909,0.0000792197,0.00006478963,0.0002057445,0.00004245899,0.0001637335,0.00003282184,0.00005451392],"category_scores_gemma":[0.0003763589,0.00003897598,0.0000210118,0.00007770408,0.0001841529,0.0001396573,0.00003689771,0.0001352188,0.000002191117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007437303,"about_ca_system_score_gemma":0.001209412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191051,"about_ca_topic_score_gemma":0.00001858768,"domain_scores_codex":[0.9989358,0.0001698684,0.0003204623,0.00007070367,0.0004317221,0.00007144074],"domain_scores_gemma":[0.9989993,0.0001381933,0.0003048199,0.00002493727,0.0004035455,0.0001292057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007367249,0.0002511465,0.1110597,0.00001750139,0.0001309288,4.154524e-7,0.6160627,0.000001276043,0.0001819712,0.02049818,0.01320095,0.2385215],"study_design_scores_gemma":[0.0002527849,0.00002232613,0.2544263,0.00008612814,0.000009936157,0.000003783937,0.1843067,0.000003852285,0.000280439,0.001432774,0.5591044,0.00007062263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6293109,0.002008853,0.00003751794,0.3648902,0.002341672,0.0001082332,5.566715e-7,0.000006232299,0.001295831],"genre_scores_gemma":[0.9950036,0.0003817738,0.001117853,0.001358027,0.0003937599,0.000007099011,0.000001899432,0.000003356021,0.00173261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5459034,"threshold_uncertainty_score":0.2145446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09125191018791515,"score_gpt":0.410826957535016,"score_spread":0.3195750473471008,"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."}}