{"id":"W4206299341","doi":"10.1080/2331186x.2021.2023082","title":"Planning at the elementary level: Analysis of teachers’ life course","year":2022,"lang":"en","type":"article","venue":"Cogent Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Mathematics education; Course (navigation); Statistical analysis; Pedagogy; Statistics; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006603493,0.0001478489,0.0001622906,0.001771865,0.00160572,0.001232373,0.0004693553,0.0002007347,0.005122334],"category_scores_gemma":[0.003058884,0.0001427996,0.0001360758,0.002123519,0.0005529671,0.0004869651,0.000583667,0.0004032973,0.0004772143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007297263,"about_ca_system_score_gemma":0.004847003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5174139,"about_ca_topic_score_gemma":0.697013,"domain_scores_codex":[0.9996499,0.00008944213,0.00001365447,0.00005000115,0.00007105268,0.0001258885],"domain_scores_gemma":[0.9978789,0.0007490175,0.0002561965,0.00009015617,0.0005922814,0.0004334383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001836819,0.0002815971,0.6310937,0.0001350101,0.00001695012,0.0008184684,0.2278787,0.0008069559,0.002571434,0.002146086,0.003611441,0.1304559],"study_design_scores_gemma":[0.000003377833,0.0000364191,0.9180209,0.00003687202,0.000004883456,0.00008803607,0.06638933,0.0005353913,0.0004041345,0.0002348097,0.01422961,0.00001633204],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889643,0.0001625345,0.0009686569,0.0001245296,0.000003242927,0.00005506467,0.0006480428,0.00002404017,0.009049464],"genre_scores_gemma":[0.9953941,0.00009317105,0.0006333073,0.00001195016,0.000001210277,0.00002883592,0.0006559737,0.000008501393,0.003172928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5174139,"threshold_uncertainty_score":0.9708564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119032128217763,"score_gpt":0.4410270116789982,"score_spread":0.2291237988572219,"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."}}