{"id":"W4404068869","doi":"10.2139/ssrn.5010533","title":"Experiments by 'Visionaries'","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":[0.005166417,0.0007617166,0.0007345803,0.0005549951,0.00141259,0.003823468,0.001812717,0.004621911,0.04769995],"category_scores_gemma":[0.03830742,0.0006676656,0.0005063458,0.0005993239,0.001958745,0.004958833,0.003332134,0.004529313,0.008690742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008554596,"about_ca_system_score_gemma":0.0009091006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200006,"about_ca_topic_score_gemma":0.0007711459,"domain_scores_codex":[0.996503,0.001603484,0.0002363912,0.0006224093,0.0007352402,0.000299526],"domain_scores_gemma":[0.9771838,0.01292299,0.00179326,0.004312443,0.001580544,0.00220696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1080782,0.07171383,0.01186265,0.004694533,0.0005083863,0.001319802,0.02789681,0.005023966,0.07129914,0.309729,0.1445585,0.2433151],"study_design_scores_gemma":[0.06631794,0.07463007,0.0447452,0.001039462,0.0009697104,0.001535622,0.01759992,0.01943982,0.04435849,0.3188494,0.4094472,0.001067209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8369832,0.000569343,0.01173751,0.0059934,0.002650453,0.001328645,0.00141119,0.001141313,0.1381849],"genre_scores_gemma":[0.9242794,0.0003098241,0.01092453,0.003295069,0.0002903625,0.002809322,0.001908206,0.0005109086,0.05567246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04769995,"threshold_uncertainty_score":0.1595722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267988769014637,"score_gpt":0.2556161598416369,"score_spread":0.2429362721514906,"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."}}