{"id":"W2095734676","doi":"10.1207/s15327957pspr0603_5","title":"Any Theory Can Be Useful Theory, Even If It Gets On Our Nerves","year":2002,"lang":"en","type":"article","venue":"Personality and Social Psychology Review","topic":"Cultural Differences and Values","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Strict constructionism; Social constructionism; Epistemology; Social psychology; Sociology; Speculation; Psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02062177,0.001588525,0.001889799,0.003710976,0.005745012,0.01327117,0.002874215,0.005612633,0.01716206],"category_scores_gemma":[0.04142881,0.0007274845,0.001190335,0.001797332,0.0426694,0.02234159,0.007384592,0.01257316,0.009397845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004661172,"about_ca_system_score_gemma":0.006510086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546885,"about_ca_topic_score_gemma":0.002661153,"domain_scores_codex":[0.9896903,0.00481195,0.0006280582,0.001019948,0.00332509,0.0005247993],"domain_scores_gemma":[0.9684246,0.01835207,0.001514416,0.005654731,0.004683881,0.001370357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002146757,0.0000284954,0.0001781783,0.0003171042,0.0000375975,0.00007720102,0.0009279679,0.0003569786,0.0001026407,0.9345335,0.04551565,0.01790325],"study_design_scores_gemma":[0.00001176319,0.00001777358,0.00007775593,0.0004282325,0.00001542105,0.00007897461,0.0008606216,0.0004279159,0.00009555674,0.8655768,0.1323885,0.00002072804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004804306,0.04516505,0.09931993,0.6559811,0.02408216,0.0001726156,0.0003565658,0.0005338774,0.1695844],"genre_scores_gemma":[0.4665424,0.0809603,0.1652291,0.1461695,0.03855629,0.001331134,0.001324272,0.001075567,0.09881143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02062177,"threshold_uncertainty_score":0.1090596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765900963129435,"score_gpt":0.450824627346689,"score_spread":0.1742345310337455,"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."}}