{"id":"W2098842374","doi":"10.26522/tl.v3i2.48","title":"Support for Beginning Teachers: An Invitation to Participate in a Collaborative Induction Process","year":2006,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher induction; Certificate; Operationalization; General partnership; Professional development; Legislation; Political science; Teacher education; Medical education; Interim; Pedagogy; Public relations; Psychology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02730182,0.0007557425,0.0005223896,0.0008261919,0.01402275,0.00411532,0.002760312,0.007685767,0.03007864],"category_scores_gemma":[0.03967745,0.0009677081,0.0007489806,0.0004333912,0.002954612,0.003681959,0.016441,0.01029979,0.01579558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970661,"about_ca_system_score_gemma":0.01423762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976868,"about_ca_topic_score_gemma":0.01488946,"domain_scores_codex":[0.984135,0.007664318,0.000848788,0.0006727588,0.002576128,0.004103126],"domain_scores_gemma":[0.9549881,0.01170737,0.00199226,0.002306645,0.004173422,0.02483218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001410773,0.005869181,0.01038829,0.0007404984,0.00002372197,0.006687083,0.2522966,0.0005218292,0.01264759,0.01052965,0.5150795,0.1838053],"study_design_scores_gemma":[0.0007039736,0.001367267,0.009243252,0.0002937636,0.00001315866,0.001024321,0.1043945,0.0009553271,0.00146441,0.004405297,0.8759561,0.0001787154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3300027,0.00107902,0.04223372,0.3033236,0.01410014,0.05844283,0.001124562,0.003613495,0.2460799],"genre_scores_gemma":[0.5766573,0.00110261,0.07172371,0.07747762,0.004426707,0.05455284,0.0006235677,0.0006762891,0.2127593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03007864,"threshold_uncertainty_score":0.1443875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314665898149109,"score_gpt":0.3805835084413588,"score_spread":0.3491169186264479,"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."}}