{"id":"W2744438920","doi":"10.26522/brocked.v26i1.466","title":"Collaboration through knowledge sharing between cooperating teachers and university supervisors","year":2017,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Internship; Dialog box; Supervisor; Knowledge sharing; Identification (biology); Student teacher; Process (computing); Psychology; Pedagogy; Computer science; Mathematics education; Knowledge management; Medical education; Teacher education; World Wide Web; Political science; Medicine","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":[0.000540045,0.0000765738,0.0001024963,0.00006205656,0.009062961,0.0009409123,0.0003070785,0.00007130329,0.00007357167],"category_scores_gemma":[0.001048566,0.00008045802,0.00002196245,0.0001563214,0.000121637,0.001655529,0.0001077243,0.0002463553,0.00001002844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120449,"about_ca_system_score_gemma":0.001649169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009801624,"about_ca_topic_score_gemma":0.002379392,"domain_scores_codex":[0.9991285,0.0002666602,0.0001350966,0.0001556717,0.0001575353,0.0001565629],"domain_scores_gemma":[0.998982,0.00004851805,0.0001984483,0.0001394794,0.0004548774,0.0001767001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001262845,0.0001170272,0.4699806,0.00001007289,0.00002966083,0.000001024149,0.4256498,0.000009379007,0.0006091146,0.01017314,0.02364974,0.06975776],"study_design_scores_gemma":[0.0004726293,0.00005331131,0.1269015,0.0001378333,0.00003874822,0.000004999788,0.3615646,0.00003978747,0.0000598243,0.001553304,0.5089325,0.0002409541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501584,0.0002750492,0.0003339778,0.004992879,0.0006282864,0.0001099265,0.000002514056,0.00002711604,0.04347182],"genre_scores_gemma":[0.9867437,0.0002088878,0.0008896858,0.00004135755,0.001044231,6.352303e-7,0.00000345822,0.000006502459,0.01106152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852827,"threshold_uncertainty_score":0.9922271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478475160430738,"score_gpt":0.370248375837015,"score_spread":0.3254636242327076,"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."}}