{"id":"W2569751145","doi":"","title":"Collaboration Assessment Guide and Tool","year":2007,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002019699,0.00006366596,0.0001323857,0.00007865341,0.001281343,0.000003389759,0.0001921368,0.00008193058,0.0002454968],"category_scores_gemma":[0.00006375454,0.00005832149,0.00002164608,0.0002650221,0.00008087806,0.0001136134,0.0002437233,0.0002944137,0.0000454178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812572,"about_ca_system_score_gemma":0.0005394084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923625,"about_ca_topic_score_gemma":0.004173675,"domain_scores_codex":[0.9990649,0.0002361423,0.0001920014,0.00009165821,0.0001736164,0.0002416455],"domain_scores_gemma":[0.9986635,0.0005849357,0.0001677909,0.0002738698,0.0002207189,0.00008919861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001714214,0.0004898324,0.2731167,0.001488795,0.0002168865,0.00005881393,0.1454356,0.00002359869,0.03610984,0.09518353,0.3508483,0.09531384],"study_design_scores_gemma":[0.0006582518,0.00005798485,0.7509577,0.00003020473,0.00001675136,8.1056e-7,0.05219999,0.00006529548,0.000006808563,0.0004471522,0.1954959,0.0000631658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423059,0.000118002,0.004859198,0.01434711,0.0002462683,0.0006550518,0.000009889555,0.00004528513,0.03741324],"genre_scores_gemma":[0.9884552,0.0001848242,0.005190561,0.0007773854,0.00004617544,3.548772e-7,0.00001156155,0.000004636675,0.005329313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.477841,"threshold_uncertainty_score":0.9855182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859186903135135,"score_gpt":0.3698051768365903,"score_spread":0.3312133078052389,"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."}}