{"id":"W1677409061","doi":"10.56105/cjsae.v23i2.950","title":"Falling into the Company of Adult Educators: Travels with CASAE","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Falling (accident); History; Aeronautics; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009697888,0.0001814961,0.0002547019,0.0002510312,0.001652356,0.0002899694,0.0005834958,0.00008204087,0.0001511397],"category_scores_gemma":[0.0002822475,0.0001118547,0.0001477055,0.0009156308,0.0005552161,0.0002468785,0.000005883411,0.0003546864,0.00001321548],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045781,"about_ca_system_score_gemma":0.01478095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5891461,"about_ca_topic_score_gemma":0.6310142,"domain_scores_codex":[0.9981396,0.0003312546,0.0006105515,0.0001911177,0.0003376532,0.0003898435],"domain_scores_gemma":[0.9968632,0.0005795553,0.0003830833,0.0002832459,0.001441613,0.0004493404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009908958,0.0002029676,0.005532755,0.0001810837,0.0002927094,5.701172e-7,0.8774989,0.0000664344,0.000005323862,0.04832813,0.02116595,0.04671531],"study_design_scores_gemma":[0.0001732004,0.0003284974,0.006019895,0.0008896699,0.0002825719,0.00003855153,0.8287744,0.00004115817,0.0000221633,0.001676525,0.1616158,0.000137569],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099052,0.01052866,0.00004963907,0.06246607,0.01475606,0.00119053,0.00003449546,0.000004627476,0.001064702],"genre_scores_gemma":[0.987904,0.0003120231,0.00008920777,0.0003184382,0.003959136,0.00008726562,0.000002948004,0.00002748045,0.007299501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404499,"threshold_uncertainty_score":0.9996474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065504657088629,"score_gpt":0.3514122290973305,"score_spread":0.3207571825264442,"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."}}