{"id":"W1797084159","doi":"10.21432/t2p307","title":"Soutenir le cheminement de stage d’apprentis enseignants au secondaire par un environnement d’apprentissage hybride / Supporting the advancement of student-teachers in their practica with the use of a hybrid learning environment","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Context (archaeology); Practicum; Pedagogy; Sociology; Humanities; Library science; Mathematics education; Psychology; Computer science; Art; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.002469314,0.0001930116,0.0003729836,0.0001925182,0.0006037432,0.00004261043,0.0003204684,0.000089188,0.0001819544],"category_scores_gemma":[0.0003791591,0.0001373921,0.00008119275,0.0002560214,0.001091972,0.0001612491,0.00004352861,0.000972376,4.959223e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493731,"about_ca_system_score_gemma":0.001474571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642494,"about_ca_topic_score_gemma":0.002366653,"domain_scores_codex":[0.9976666,0.000619225,0.0006349638,0.0002153018,0.0002797234,0.0005841609],"domain_scores_gemma":[0.9978668,0.000381807,0.001304592,0.0001636336,0.00007107102,0.000212111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002830362,0.0002925996,0.2196745,0.00004321607,0.0003197405,0.0001561648,0.07876144,0.007082703,0.002233183,0.003371173,0.00009003481,0.687947],"study_design_scores_gemma":[0.0009435355,0.00105085,0.02307632,0.0003971406,0.000165423,0.0001692588,0.3309382,0.0001155364,0.007373509,0.0002725799,0.6352531,0.0002445277],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649469,0.004195181,0.001482313,0.02882532,0.00009449194,0.0002466982,0.000008158704,0.000004084564,0.0001969097],"genre_scores_gemma":[0.993054,0.001528012,0.002590775,0.0000389415,0.00005069752,0.000009332755,0.000002603457,0.00001426004,0.002711323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6877025,"threshold_uncertainty_score":0.5602688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747756759504258,"score_gpt":0.2853846078650223,"score_spread":0.2579070402699798,"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."}}