{"id":"W4292454323","doi":"10.3389/feduc.2022.928505","title":"The trajectory of inclusive beliefs in beginning teachers","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Practicum; Inclusion (mineral); Psychology; Mathematics education; Pedagogy; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001491977,0.0001452918,0.0002386484,0.001156363,0.002101046,0.002094029,0.0006603745,0.0007994031,0.002385534],"category_scores_gemma":[0.01028078,0.0003761578,0.0003172241,0.0007605456,0.000766875,0.001331829,0.001933671,0.002201578,0.0003438608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059759,"about_ca_system_score_gemma":0.002586349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03901799,"about_ca_topic_score_gemma":0.04982757,"domain_scores_codex":[0.9992632,0.0001427406,0.00004708217,0.00008592033,0.0001898803,0.0002712277],"domain_scores_gemma":[0.992901,0.001186482,0.002237124,0.0002073334,0.001623185,0.001844842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000996571,0.0002519145,0.9512922,0.00003614191,0.000009344359,0.0003191759,0.03096207,0.0001067813,0.0009638146,0.0005087502,0.0002313732,0.01521882],"study_design_scores_gemma":[0.000005058711,0.0001896896,0.9705561,0.00004172502,0.000005832106,0.0003018578,0.02664791,0.0001540767,0.0003543638,0.0002742336,0.001457906,0.0000111883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983071,0.0001640802,0.0001431395,0.0002371396,0.000003919496,0.00001418996,0.00005485232,0.000006417459,0.001069092],"genre_scores_gemma":[0.998794,0.0001116154,0.0001939015,0.00001848548,0.000001691525,0.00001227321,0.00008425258,0.000002297218,0.0007815015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03901799,"threshold_uncertainty_score":0.07758176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042535651469424,"score_gpt":0.3558594179946707,"score_spread":0.3254340614799764,"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."}}