{"id":"W7038183533","doi":"","title":"Graduate Students Can Improve Their Networking and Research Skills in Collaborative Research Projects with Community Partners","year":2015,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Internship; Graduate students; Work (physics); Academic community; Graduate research; Graduate education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004199691,0.0005450462,0.0003963858,0.00135267,0.002499204,0.004903879,0.001448546,0.001385225,0.06170588],"category_scores_gemma":[0.009131598,0.0003117176,0.0005795642,0.001214646,0.001110254,0.003741919,0.009262721,0.001846674,0.02185247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000772012,"about_ca_system_score_gemma":0.002858015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411434,"about_ca_topic_score_gemma":0.003154451,"domain_scores_codex":[0.9986824,0.0004778644,0.00004141518,0.0001611723,0.000341868,0.0002951346],"domain_scores_gemma":[0.9929838,0.0009078077,0.0003899096,0.0007761725,0.0007389872,0.004203254],"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":[0.000108136,0.005147105,0.01492461,0.0003478339,0.0000221359,0.0006373674,0.01395594,0.0002168831,0.006093074,0.0164378,0.1528452,0.7892638],"study_design_scores_gemma":[0.0002865613,0.001280335,0.041361,0.0006379292,0.00005547018,0.001200039,0.03017226,0.0008353235,0.004837711,0.0334797,0.8857663,0.00008752162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2849811,0.001755092,0.02315485,0.03330103,0.001476755,0.001273432,0.000444398,0.002918862,0.6506945],"genre_scores_gemma":[0.4706926,0.004421929,0.07176835,0.008265747,0.0006676703,0.001592907,0.001215594,0.0007087488,0.4406664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06170588,"threshold_uncertainty_score":0.2064267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07056671157832221,"score_gpt":0.2866603246176941,"score_spread":0.2160936130393719,"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."}}