{"id":"W7053808654","doi":"","title":"Where is the science in professional psychology?","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01422582,0.0004057451,0.001092632,0.002217857,0.01078181,0.01662064,0.001014244,0.006061517,0.05029015],"category_scores_gemma":[0.02760148,0.0006143856,0.0004097493,0.002271362,0.01610222,0.01061874,0.004460054,0.0115283,0.01261831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0113839,"about_ca_system_score_gemma":0.03790748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03370953,"about_ca_topic_score_gemma":0.06672886,"domain_scores_codex":[0.9924616,0.003114209,0.0002319562,0.0006879994,0.002275884,0.001228245],"domain_scores_gemma":[0.961937,0.01169543,0.00114084,0.0008690035,0.008400387,0.01595732],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002400215,0.00006745566,0.0005026715,0.0002148563,0.000004874277,0.00003365847,0.002828564,0.00002847962,0.0000706444,0.07923792,0.8586212,0.05836571],"study_design_scores_gemma":[0.00002696366,0.00003091561,0.002572522,0.001092825,0.000009032849,0.00006974991,0.008990752,0.00006748876,0.00009806698,0.06569739,0.9213104,0.00003382236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009648263,0.02843742,0.0006827925,0.8834396,0.01352822,0.00002256041,0.00004607533,0.00006900249,0.07280953],"genre_scores_gemma":[0.1366287,0.07188068,0.002920452,0.2975121,0.02242347,0.0002650811,0.00007678726,0.0003786671,0.4679141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9857742,"threshold_uncertainty_score":0.1682373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224006318362895,"score_gpt":0.3231632440217052,"score_spread":0.3009231808380762,"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."}}