{"id":"W7042989720","doi":"","title":"ReproducibiliTea Memorial University of Newfoundland","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Government (linguistics); Exposition (narrative); Subject (documents); Context (archaeology)","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0005159414,0.0006040671,0.0004037224,0.001959708,0.003905166,0.002923386,0.0007230833,0.0008913925,0.208328],"category_scores_gemma":[0.001160721,0.0002713605,0.0002577163,0.002598155,0.001353915,0.001477508,0.001480454,0.001618071,0.02767665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271529,"about_ca_system_score_gemma":0.00707865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5207334,"about_ca_topic_score_gemma":0.8108238,"domain_scores_codex":[0.9995906,0.00003518704,0.00001926161,0.00008474082,0.0001592967,0.000110934],"domain_scores_gemma":[0.9990964,0.0001072107,0.00005632203,0.000062507,0.0003953564,0.0002822318],"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":[0.00005953247,0.00003132674,0.0004757741,0.0001246046,0.00000571464,0.0001191916,0.0007308951,0.0000461359,0.0004374867,0.01180843,0.9265898,0.05957122],"study_design_scores_gemma":[0.000001530311,0.000004617691,0.004103338,0.00007888171,0.000002566708,0.00002961943,0.0002665215,0.000007468537,0.00007729383,0.0002929498,0.9951311,0.000004063076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003697022,0.07378466,0.000385773,0.03791706,0.007961735,0.00003845347,0.003703584,0.0002722616,0.8722394],"genre_scores_gemma":[0.01263091,0.009583811,0.000195267,0.0009408236,0.000853679,0.00001764912,0.0004993639,0.0001031709,0.9751754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9992769,"threshold_uncertainty_score":0.9641781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167578289810841,"score_gpt":0.27267109393755,"score_spread":0.2509953110394416,"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."}}