{"id":"W3121962550","doi":"","title":"PsychDisclosure.Org: Grassroot Support for Reforming Reporting Standards in Psychology","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Grassroots; Reliability (semiconductor); Appreciative inquiry; Psychology; Interpretation (philosophy); Sample (material); Political science; Applied psychology; Public relations; Computer science; Law; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01060811,0.00009768799,0.0001840477,0.0001592358,0.0005941167,0.00006929397,0.0003277891,0.0001279575,0.0007158424],"category_scores_gemma":[0.0007769869,0.00008985945,0.0001115133,0.0002398432,0.00008914155,0.0003505869,0.00002431462,0.0009387801,0.00002544805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439375,"about_ca_system_score_gemma":0.001556569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047224,"about_ca_topic_score_gemma":0.05906998,"domain_scores_codex":[0.9969178,0.0001895412,0.0007582014,0.0001698013,0.0003170383,0.001647546],"domain_scores_gemma":[0.9986752,0.00005609572,0.0006748607,0.0002093947,0.0002943692,0.00009011446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001258604,0.0002535871,0.1638251,0.0000216125,0.00007036044,0.000003013678,0.0221685,0.000003009293,0.002476648,0.1058548,0.002852112,0.7023454],"study_design_scores_gemma":[0.001909924,0.0005771338,0.03929552,0.00006941383,0.00002478079,0.000188015,0.08592269,0.00004116752,0.00001958161,0.5341128,0.3373816,0.000457378],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176532,0.0009647781,0.00303217,0.02147664,0.0006385116,0.0006866758,0.000006273218,0.0000725724,0.05546917],"genre_scores_gemma":[0.9792024,0.01824766,0.0001686175,0.0003229962,0.0003717721,0.0000586724,0.00001445193,0.00001779877,0.001595627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.701888,"threshold_uncertainty_score":0.9580995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.264828135574578,"score_gpt":0.5035814090109718,"score_spread":0.2387532734363938,"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."}}