{"id":"W4256219179","doi":"10.31219/osf.io/p9r7d","title":"Reasons, Answers and Goals","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Argument (complex analysis); Epistemology; Positive economics; Psychology; Philosophy; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.02680627,0.001044556,0.00177794,0.003767983,0.006660071,0.01687391,0.003275563,0.01941697,0.01346251],"category_scores_gemma":[0.0519283,0.001041461,0.00208533,0.003468941,0.04762624,0.02382142,0.0116948,0.01856919,0.003193378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00754783,"about_ca_system_score_gemma":0.003520135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849775,"about_ca_topic_score_gemma":0.001683808,"domain_scores_codex":[0.9675495,0.01979897,0.001504414,0.003167191,0.00584527,0.002134722],"domain_scores_gemma":[0.953458,0.03599922,0.002307685,0.002563809,0.00409092,0.001580472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002320431,0.000006854506,0.00007398886,0.00005033116,0.000004816258,0.00004127804,0.001993591,0.00007201682,0.00003751783,0.9911131,0.004607747,0.001975471],"study_design_scores_gemma":[0.00003084051,0.00002439053,0.0003080998,0.0003988818,0.00001421861,0.0001163092,0.006667163,0.0004413564,0.0002467379,0.8673226,0.1243946,0.00003475288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01750473,0.01768825,0.1113183,0.4810096,0.006521429,0.000214621,0.0003137791,0.0002300512,0.3651992],"genre_scores_gemma":[0.7886153,0.009815734,0.05861005,0.07937509,0.006232082,0.001465184,0.0003498207,0.0006335272,0.0549032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02680627,"threshold_uncertainty_score":0.1417668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132233164277047,"score_gpt":0.2883748825209712,"score_spread":0.1751515660932665,"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."}}