{"id":"W1893138224","doi":"10.33524/cjar.v15i3.153","title":"A PLACE FOR PAR IN THE 21ST CENTURY? A Guest Editorial","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Positivism; Epistemology; Sociology; Engineering ethics; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01225936,0.00102094,0.001798867,0.001591,0.004868101,0.01338158,0.003173306,0.01653157,0.01084766],"category_scores_gemma":[0.04597945,0.0005330564,0.001309358,0.001103823,0.00859713,0.00723536,0.002769234,0.02737317,0.004229348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006105375,"about_ca_system_score_gemma":0.01096051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005679721,"about_ca_topic_score_gemma":0.0110706,"domain_scores_codex":[0.9913112,0.001779955,0.0007186994,0.001464298,0.003698706,0.001027138],"domain_scores_gemma":[0.9543737,0.01976191,0.001387189,0.001281381,0.01572507,0.007470675],"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":[0.00001941388,0.000009497389,0.00003771589,0.0001497706,0.000007221885,0.0001025876,0.0000686808,0.00001829553,0.00003523929,0.002808132,0.9910865,0.005656893],"study_design_scores_gemma":[0.00001652081,0.00001354018,0.0001665674,0.0004970331,0.00001308615,0.0001367852,0.0002120243,0.00005544408,0.00006654502,0.002494988,0.9963039,0.00002354356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006264928,0.01080346,0.00009335338,0.252616,0.7350391,0.000008613114,0.0000243079,0.00002400817,0.00132852],"genre_scores_gemma":[0.001950919,0.01201933,0.0001333792,0.1083411,0.8727077,0.00001673415,0.00002046662,0.00003816652,0.00477213],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01653157,"threshold_uncertainty_score":0.06483448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5096604623405409,"score_gpt":0.5375039066783933,"score_spread":0.02784344433785246,"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."}}