{"id":"W7025082002","doi":"","title":"Trends and Discontinuities: Charting a Canadian Research Agenda","year":2012,"lang":"en","type":"book-chapter","venue":"QSpace (Queen's University Library)","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Public policy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01267033,0.001320576,0.001411669,0.01744015,0.01352237,0.02371549,0.004087777,0.004944379,0.03022925],"category_scores_gemma":[0.02424725,0.0007984925,0.001117596,0.05494466,0.01153422,0.01588087,0.007059914,0.006452552,0.001753541],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2014057,"about_ca_system_score_gemma":0.5196884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818168,"about_ca_topic_score_gemma":0.9845477,"domain_scores_codex":[0.9915063,0.0008542155,0.0004387394,0.0005833997,0.003908864,0.002708495],"domain_scores_gemma":[0.9781305,0.003920098,0.000990043,0.000464409,0.01220983,0.0042851],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001070613,0.00004863239,0.00425932,0.002012736,0.00004096,0.0002040782,0.007936113,0.001150838,0.0003422892,0.5370051,0.2491253,0.1977677],"study_design_scores_gemma":[0.00002350236,0.00003874334,0.01477297,0.003111455,0.00006810583,0.0000750102,0.03297069,0.001251997,0.0003115966,0.0764809,0.8707531,0.0001419947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01643365,0.1374172,0.00590167,0.5653626,0.006986904,0.0003535356,0.008918098,0.0005778556,0.2580484],"genre_scores_gemma":[0.371655,0.3777945,0.0457545,0.0436076,0.002230175,0.0007893038,0.007061176,0.0007712704,0.1503366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9873297,"threshold_uncertainty_score":0.9262561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190609325937021,"score_gpt":0.2328948389652916,"score_spread":0.2109887457059214,"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."}}