{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4425521,0.001116886,0.001776032,0.01046946,0.01021224,0.0265573,0.008846222,0.02743067,0.04229937],"category_scores_gemma":[0.7818191,0.001658774,0.00205587,0.01049893,0.0140971,0.01976058,0.01467927,0.03276487,0.02527284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350014,"about_ca_system_score_gemma":0.06281572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799853,"about_ca_topic_score_gemma":0.003240089,"domain_scores_codex":[0.616826,0.1938812,0.05757225,0.008388639,0.1131351,0.01019684],"domain_scores_gemma":[0.06060505,0.6712294,0.08411868,0.06518289,0.09068264,0.02818134],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001531073,0.0002950615,0.0019406,0.0007238823,0.00004690167,0.0002773422,0.001941529,0.0001396767,0.000633975,0.01788384,0.872975,0.102989],"study_design_scores_gemma":[0.0005840205,0.0002786922,0.009898644,0.002704935,0.00007131795,0.0005884046,0.002917579,0.00211731,0.001706388,0.03414152,0.9447159,0.0002752062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002225742,0.001977184,0.01404247,0.9316254,0.02178546,0.00133571,0.0007114577,0.003384589,0.02291198],"genre_scores_gemma":[0.0769439,0.004821703,0.153926,0.6535771,0.05212665,0.007110873,0.002499692,0.005107207,0.04388693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5574479,"threshold_uncertainty_score":0.6874325,"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."}}