{"id":"W2146247293","doi":"","title":"Speaking Up and Speaking Freely: Beginning Teachers' Critical Perceptions of Their Professional Induction.","year":2007,"lang":"en","type":"article","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Enculturation; Pedagogy; Professional development; Collegiality; Teacher education; Qualitative research; Period (music); Perception; Psychology; Sociology; Scale (ratio); Mathematics education; Social 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":[0.007526849,0.0002485188,0.0003209267,0.0006790678,0.00934047,0.004748906,0.001089682,0.001154168,0.00150071],"category_scores_gemma":[0.02120509,0.0004011937,0.0002338596,0.0005019034,0.009878004,0.002238178,0.003312103,0.004094777,0.0002885613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008880987,"about_ca_system_score_gemma":0.01169007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0939691,"about_ca_topic_score_gemma":0.1699063,"domain_scores_codex":[0.9947547,0.002609598,0.0001740283,0.0002134166,0.001175993,0.001072188],"domain_scores_gemma":[0.9821935,0.008137401,0.002438527,0.000445939,0.002383914,0.004400704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002838777,0.00003168295,0.008621799,0.00002759136,0.000001355502,0.0003213654,0.9868755,0.000008163164,0.0007200304,0.0004002425,0.0004436547,0.002520239],"study_design_scores_gemma":[0.000004556974,0.00006485781,0.01437481,0.00004366049,0.000003033478,0.0001439945,0.9777608,0.00003426811,0.000176827,0.0001782271,0.007203064,0.00001196451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881732,0.0003881581,0.0004970843,0.002054524,0.00005007072,0.00005789955,0.0000217848,0.00002089305,0.008736312],"genre_scores_gemma":[0.996269,0.0002595008,0.000199428,0.0004029198,0.00001314067,0.00002929949,0.00001952179,0.00001425627,0.002792854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0939691,"threshold_uncertainty_score":0.1868443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136869772478196,"score_gpt":0.4367342020334102,"score_spread":0.2998644295552142,"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."}}