{"id":"W2266786133","doi":"","title":"The Failure to Transmit Certainty: Causes, Consequences, and Remedies","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cultural Differences and Values","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Certainty; Transmission (telecommunications); Cognition; Legal certainty; Computer science; Psychology; Social psychology; Economics; Epistemology; Law and economics; Telecommunications","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":[0.02724024,0.0007322078,0.0009508233,0.00217525,0.003793342,0.00533973,0.002309685,0.005208856,0.01207756],"category_scores_gemma":[0.2192554,0.0006298987,0.0006553024,0.001680695,0.02564515,0.01019888,0.004986108,0.00868271,0.0008090883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004100089,"about_ca_system_score_gemma":0.005844647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615801,"about_ca_topic_score_gemma":0.00336648,"domain_scores_codex":[0.9769766,0.01001248,0.001480991,0.002493142,0.007689613,0.00134722],"domain_scores_gemma":[0.8195509,0.1075655,0.02526614,0.02590356,0.01714012,0.004573793],"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":[0.0004141518,0.0002667928,0.0160611,0.0004949483,0.0001323296,0.001219367,0.02205286,0.00192675,0.001370861,0.843541,0.00719746,0.1053224],"study_design_scores_gemma":[0.0001022467,0.0001123804,0.006537176,0.0005998616,0.00009884307,0.001098654,0.008572203,0.002922591,0.001995776,0.961401,0.01644381,0.0001153861],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3064298,0.0103619,0.1599112,0.3104913,0.002111387,0.0003938458,0.0004985586,0.0004778351,0.2093242],"genre_scores_gemma":[0.9866087,0.00151073,0.006215443,0.002335338,0.0003869818,0.00007796896,0.00003114453,0.00006579171,0.002768022],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02724024,"threshold_uncertainty_score":0.1440619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486452812472059,"score_gpt":0.2939299712282634,"score_spread":0.2490654431035428,"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."}}