{"id":"W2787817053","doi":"","title":"Mapping Principal Preparation in Alberta, Canada","year":2016,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Context (archaeology); Pedagogy; Political science; Ranking (information retrieval); Public relations; Sociology; Psychology; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003069919,0.0002072583,0.0002458421,0.0002696798,0.0003787648,0.00004691807,0.0004071714,0.0001431328,0.0005921258],"category_scores_gemma":[0.0002390214,0.000204856,0.00006934856,0.001048011,0.0002934323,0.000402566,0.00007944615,0.0001639727,0.00008076981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002642546,"about_ca_system_score_gemma":0.002294022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8354299,"about_ca_topic_score_gemma":0.9944991,"domain_scores_codex":[0.9979834,0.0003463424,0.0002482081,0.0004670529,0.0003854406,0.0005695845],"domain_scores_gemma":[0.9988673,0.0004153915,0.0001773014,0.0002083417,0.0001241878,0.0002074327],"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":[0.0002676644,0.0003621153,0.1889347,0.00009434587,0.000233201,0.0001505953,0.6447976,0.00002456641,0.00006105439,0.1093049,0.05221216,0.003557146],"study_design_scores_gemma":[0.0005029166,0.00001594758,0.03978404,0.00009270848,0.00001472753,5.217698e-7,0.2408847,0.000005188469,0.00001525882,0.00006807382,0.7183625,0.0002534586],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6597442,0.0001579179,0.0001246013,0.1025878,0.001247298,0.0004401858,0.0000203634,0.00005411771,0.2356235],"genre_scores_gemma":[0.8572863,0.0001524224,0.00003805235,0.0001561449,0.0001406016,0.000001300039,0.000002654305,0.000009638117,0.1422129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6661503,"threshold_uncertainty_score":0.8353785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495300140881095,"score_gpt":0.2803151836693831,"score_spread":0.2307851695812736,"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."}}