{"id":"W2264509240","doi":"","title":"Participatory Critical Incident Technique: A Participatory Action Research Approach for Counselling Psychology","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Community Health and Development","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; University of British Columbia","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Action research; Psychology; Critical Incident Technique; Sociology; Social justice; Participatory evaluation; Engineering ethics; Applied psychology; Pedagogy; Political science; Social science; Engineering; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00976887,0.0001643453,0.0003545519,0.0005235483,0.001542118,0.0000270429,0.0002575463,0.0003164086,0.0002117434],"category_scores_gemma":[0.00005478675,0.0001229354,0.00007446928,0.0002237204,0.0003646912,0.0001347886,3.887772e-7,0.0009844383,0.00001442842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365299,"about_ca_system_score_gemma":0.001658223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083883,"about_ca_topic_score_gemma":0.004313424,"domain_scores_codex":[0.9961753,0.001305772,0.0008962452,0.0002383282,0.0003272258,0.001057146],"domain_scores_gemma":[0.994767,0.002337759,0.000250233,0.0003161754,0.001102387,0.001226491],"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":[0.009655346,0.0009463265,0.03624765,0.00332489,0.0005700109,0.0001320198,0.2231001,0.00004758766,0.01911232,0.06390166,0.3171982,0.3257638],"study_design_scores_gemma":[0.001915099,0.0006296557,0.0005721718,0.0007421261,0.00002033356,0.00004936128,0.000740092,0.00008833426,0.0001364862,0.1624206,0.8324524,0.0002332616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1451439,0.01132727,0.8344772,0.006387621,0.001329524,0.001057062,0.00002058697,0.00002315394,0.000233692],"genre_scores_gemma":[0.8042456,0.1784417,0.007369719,0.007067696,0.001445307,0.0008355315,0.000003955689,0.00009854286,0.000491893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8271074,"threshold_uncertainty_score":0.9997578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5494287699420412,"score_gpt":0.5945785872156083,"score_spread":0.04514981727356715,"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."}}