{"id":"W2602319074","doi":"","title":"Video - Innovation and/or Collaboration - Finding Canada's Balance. Presentation by Geoff Riggs","year":2013,"lang":"en","type":"article","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Balance (ability); Public relations; Sociology; Knowledge management; Business; Management; Political science; Computer science; Psychology; Economics; Medicine","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":[0.003119741,0.0006074781,0.0002849229,0.0009893243,0.00749901,0.008159956,0.001328046,0.003112134,0.05690292],"category_scores_gemma":[0.00903509,0.0001873642,0.0002635055,0.001800737,0.003050299,0.004446486,0.004262167,0.002977221,0.005090925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0137641,"about_ca_system_score_gemma":0.03033746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6871192,"about_ca_topic_score_gemma":0.8849058,"domain_scores_codex":[0.9984786,0.0002756643,0.0000257928,0.0001521627,0.0006303354,0.0004373855],"domain_scores_gemma":[0.9948278,0.000941232,0.0001051013,0.0001451125,0.001998823,0.001981851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005610787,0.00001173797,0.0004268653,0.0001427201,0.000004544298,0.00008453013,0.00249788,0.00006610683,0.0003031052,0.009145085,0.9491518,0.03810953],"study_design_scores_gemma":[0.00001069995,0.00001365725,0.001643733,0.0002525996,0.000007064569,0.00003822995,0.008694022,0.0001081842,0.0003406685,0.001640792,0.9872333,0.00001698595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01373161,0.02799246,0.005013449,0.4984559,0.03760763,0.0002702542,0.004782566,0.0007700514,0.4113761],"genre_scores_gemma":[0.2691148,0.03060769,0.004879116,0.04772473,0.009389847,0.0002507285,0.004201703,0.0005567787,0.6332746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3128808,"threshold_uncertainty_score":0.6294467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008707349915713116,"score_gpt":0.2648945420170895,"score_spread":0.2561871921013764,"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."}}