{"id":"W6963637235","doi":"10.24433/co.91a4a325-5a3f-4899-826a-87fd4153824e","title":"Code for: Self-esteem, relationship threat, and dependency regulation: Independent replication of Murray, Rose, Bellavia, Holmes, and Kusche (2002) Study 3","year":2018,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dependency (UML); Empirical research; Replication (statistics); Situational ethics; Field (mathematics); Code (set theory); Test (biology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001772387,0.0007178757,0.0008787925,0.0007018971,0.0003099348,0.0001165372,0.0004872372,0.0008204388,0.0004510898],"category_scores_gemma":[0.0004615528,0.0007510079,0.0001075569,0.0004981448,0.000306914,0.0002271411,0.00026687,0.0003735521,0.0002641647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057998,"about_ca_system_score_gemma":0.0002042296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211952,"about_ca_topic_score_gemma":0.003998374,"domain_scores_codex":[0.9955824,0.0003256903,0.0009698525,0.0018105,0.0008341452,0.0004773945],"domain_scores_gemma":[0.9949239,0.0002923761,0.00149247,0.002597211,0.0004394402,0.0002545714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203579,0.001068836,0.5472253,0.0005840261,0.000552666,0.000005814123,0.001571934,0.000006350663,0.0001462891,0.004111992,0.4437606,0.0007626586],"study_design_scores_gemma":[0.007112992,0.001514085,0.6772408,0.0007501831,0.001994348,0.0001198378,0.0006705237,0.0007170131,0.0001988016,0.005756418,0.3020695,0.001855503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4069205,0.01902328,0.002672719,0.0003284352,0.001244393,0.02797444,0.009124688,0.004113803,0.5285978],"genre_scores_gemma":[0.6362468,0.0002110933,0.005674734,0.00002330649,0.0006038134,0.0001509755,0.0006882916,0.001787574,0.3546134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2293263,"threshold_uncertainty_score":0.9994941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798036413429885,"score_gpt":0.3051042189608358,"score_spread":0.267123854826537,"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."}}