{"id":"W6959782838","doi":"10.11575/prism/43428","title":"Building Community: Creating Faculty/Staff - Student Partnerships at a Canadian Applied Learning College","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic integrity; Cheating; Community of practice; Equity (law); Higher education; Academic community; Learning development; General partnership","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.004450987,0.0006208476,0.0003897181,0.001370033,0.06082721,0.009070316,0.00411071,0.003210079,0.02055179],"category_scores_gemma":[0.004986167,0.0006434516,0.0006498598,0.001801093,0.009577126,0.003552997,0.01275567,0.005054128,0.002603365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06526385,"about_ca_system_score_gemma":0.2022758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8637889,"about_ca_topic_score_gemma":0.971186,"domain_scores_codex":[0.9934636,0.001531264,0.00005920948,0.0005540143,0.001684007,0.002707963],"domain_scores_gemma":[0.9848328,0.0004338759,0.0001805439,0.000166093,0.001431013,0.01295566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004200639,0.001572455,0.02155537,0.0005963761,0.0000462547,0.01064946,0.3990971,0.001044209,0.006486953,0.02841325,0.3039886,0.2261299],"study_design_scores_gemma":[0.00005211928,0.0003358782,0.009491967,0.0002451922,0.00002015205,0.000817662,0.365532,0.0006877676,0.001224023,0.003529336,0.6178792,0.0001847516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6067647,0.00482662,0.01255399,0.1364867,0.003975037,0.002389092,0.0006835114,0.001167055,0.2311534],"genre_scores_gemma":[0.7929329,0.002255549,0.01821109,0.01553768,0.0002078174,0.0003810828,0.0003107366,0.0003481476,0.169815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362111,"threshold_uncertainty_score":0.4735246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07194127465261371,"score_gpt":0.3249799089602088,"score_spread":0.2530386343075951,"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."}}