{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628053,0.0004309133,0.0002894347,0.005565397,0.005504404,0.002892854,0.001477538,0.0003519558,0.005381879],"category_scores_gemma":[0.00429326,0.0003593916,0.0003190472,0.01091084,0.001605265,0.0005900225,0.002170355,0.0006690262,0.0004534262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0675534,"about_ca_system_score_gemma":0.1490349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990435,"about_ca_topic_score_gemma":0.996199,"domain_scores_codex":[0.9974962,0.0002164419,0.00005150756,0.0002114403,0.00103951,0.0009848538],"domain_scores_gemma":[0.9941344,0.0006191022,0.000393215,0.0001454136,0.003114112,0.001593859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006692992,0.0002238021,0.3191781,0.001402049,0.00007692802,0.001824293,0.1109273,0.004020882,0.006116119,0.01334476,0.03459143,0.507625],"study_design_scores_gemma":[0.00002926141,0.0001275968,0.6786258,0.0004625969,0.00003584533,0.0002372138,0.1553858,0.001068603,0.001312595,0.0007347079,0.1618947,0.00008524611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839747,0.0035642,0.004411567,0.002889357,0.0001234786,0.0008366713,0.007344008,0.0004708483,0.09638514],"genre_scores_gemma":[0.9531515,0.002639065,0.00694382,0.0003295151,0.0000164728,0.0001873853,0.002872571,0.00009305851,0.03376668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0675534,"threshold_uncertainty_score":0.4901365,"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."}}