{"id":"W2055560463","doi":"10.4309/jgi.2008.22.2","title":"Inconsistency between concept and measurement: The Canadian Problem Gambling Index (CPGI)","year":2008,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Addiction; Interpretation (philosophy); Situated; Confusion; Psychology; Index (typography); Epistemology; Relation (database); Scale (ratio); Positive economics; Sociology; Social psychology; Computer science; Economics; Artificial intelligence; Psychoanalysis; Philosophy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03622951,0.0005890712,0.0007217505,0.006488368,0.004315544,0.005378774,0.003922937,0.001733499,0.001206487],"category_scores_gemma":[0.09058467,0.0002376113,0.0004637236,0.01081624,0.0123355,0.002584562,0.004370647,0.004461377,0.0001403027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04110324,"about_ca_system_score_gemma":0.05179991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8053755,"about_ca_topic_score_gemma":0.8233024,"domain_scores_codex":[0.9579165,0.01107168,0.002005312,0.002586079,0.02515482,0.001265611],"domain_scores_gemma":[0.9587258,0.01406646,0.003768938,0.001489823,0.01975404,0.002194958],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002292601,0.00008660393,0.1691694,0.001673169,0.0002375759,0.0001766212,0.02181667,0.001105534,0.0004213015,0.3399189,0.0764183,0.3887467],"study_design_scores_gemma":[0.0001004082,0.0003015369,0.5391621,0.006659467,0.0003708436,0.0008918064,0.02932828,0.01037969,0.001096816,0.1973939,0.2137717,0.000543465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2676878,0.07418575,0.1023758,0.3719338,0.008011634,0.001663514,0.006186248,0.0004650957,0.1674903],"genre_scores_gemma":[0.9207419,0.01199925,0.04200943,0.01962941,0.0006576873,0.0006436951,0.001534133,0.0000898199,0.002694601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9637705,"threshold_uncertainty_score":0.3915414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3849486774624036,"score_gpt":0.4174896261744952,"score_spread":0.03254094871209162,"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."}}