{"id":"W2892365769","doi":"10.17605/osf.io/q6wnd","title":"PSY2002: Advanced Statistics","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03200354,0.002527222,0.00470258,0.005325919,0.001821164,0.004839867,0.003818587,0.003221221,0.4115279],"category_scores_gemma":[0.1985311,0.002714814,0.002437991,0.008591905,0.002108837,0.005356836,0.003450973,0.007140638,0.2387507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129598,"about_ca_system_score_gemma":0.01300703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005893867,"about_ca_topic_score_gemma":0.00584422,"domain_scores_codex":[0.973748,0.01034378,0.002227617,0.003019634,0.009123552,0.001537515],"domain_scores_gemma":[0.8925268,0.0596795,0.005225825,0.02647636,0.01296682,0.003124606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000176517,0.00005055387,0.0005531496,0.0003742567,0.00009695023,0.00005048112,0.00009632896,0.0006000138,0.0003947521,0.005509401,0.9647682,0.02732932],"study_design_scores_gemma":[0.0008430648,0.0003072974,0.008305624,0.0006318779,0.0001425588,0.0002458159,0.0001193894,0.0078406,0.002240928,0.04777166,0.9313586,0.0001926223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003082443,0.0009182864,0.349153,0.007403299,0.006826506,0.003758194,0.3941365,0.1672093,0.06751239],"genre_scores_gemma":[0.04327289,0.001600913,0.4721636,0.006390767,0.003532469,0.03198061,0.1961472,0.1396903,0.1052213],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4115279,"threshold_uncertainty_score":0.8393841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296852430722086,"score_gpt":0.2712014388140085,"score_spread":0.2582329145067877,"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."}}