{"id":"W6931197449","doi":"10.5281/zenodo.4312906","title":"The Role of Data in AI","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data governance; Data quality; General partnership; Summit; Transparency (behavior); Corporate governance; Data curation; Information governance; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.14961,0.0006754659,0.001336192,0.006508757,0.0072921,0.04981754,0.004835785,0.006003459,0.009529585],"category_scores_gemma":[0.1669037,0.001165137,0.001461208,0.01319286,0.03173675,0.05613334,0.02666561,0.009870195,0.003405272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260982,"about_ca_system_score_gemma":0.0315088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455328,"about_ca_topic_score_gemma":0.005329531,"domain_scores_codex":[0.7985324,0.1347732,0.01419298,0.01116109,0.035983,0.005357285],"domain_scores_gemma":[0.6999457,0.1855319,0.009276266,0.05487238,0.0409306,0.009443171],"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":[0.00002920998,0.00001892463,0.001174237,0.000312809,0.00002406659,0.00006340546,0.003500654,0.0006548274,0.0001743212,0.9279692,0.02396257,0.04211583],"study_design_scores_gemma":[0.00001401358,0.00002152051,0.0005194502,0.001166248,0.00002098253,0.00009993627,0.002685313,0.0009757485,0.0006509154,0.2812873,0.7125185,0.00004006059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01019424,0.02524207,0.2400404,0.3973367,0.005468256,0.0007130869,0.002915693,0.001157584,0.3169319],"genre_scores_gemma":[0.5161355,0.04581178,0.2675665,0.06073611,0.006926804,0.001902364,0.008037644,0.002985388,0.08989791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.14961,"threshold_uncertainty_score":0.7912229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2350728584832454,"score_gpt":0.3541728027813011,"score_spread":0.1190999442980557,"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."}}