{"id":"W3113690158","doi":"10.20919/exs.10.2020.301","title":"4.1 Science/fiction","year":2020,"lang":"en","type":"article","venue":"Excursions Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Art; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003158152,0.00008233196,0.0000752948,0.0003824902,0.0008699042,0.0004720089,0.0003495632,0.00005685055,0.001370587],"category_scores_gemma":[0.0001488324,0.00007868213,0.00004415105,0.001918233,0.00009525401,0.002890754,0.0001571702,0.0005082249,0.0003876702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007865,"about_ca_system_score_gemma":0.000101352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005309887,"about_ca_topic_score_gemma":2.620409e-7,"domain_scores_codex":[0.9988863,0.000003891965,0.0001612074,0.0001527337,0.0005833552,0.0002125509],"domain_scores_gemma":[0.999384,0.000006133235,0.0002044335,0.00008785479,0.0002758809,0.00004168983],"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":[0.0000889448,0.000212462,0.03825626,0.00002561428,0.00004109008,0.00009336409,0.0003557998,0.002581194,0.03059771,0.281953,0.6328784,0.01291624],"study_design_scores_gemma":[0.0009018219,0.00003368773,0.01005759,0.00003665101,0.0000459385,0.00003241109,0.001831745,0.0242945,0.0003070958,0.002363603,0.959808,0.0002869418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879125,0.00002163387,0.02263026,0.04181552,0.001468456,0.0001365576,0.000001965954,0.0001735892,0.2458395],"genre_scores_gemma":[0.9909596,0.000003703269,0.0005855259,0.005653595,0.002307808,2.693773e-7,0.000001908589,0.000009100541,0.0004784689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269297,"threshold_uncertainty_score":0.9995423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225547762708327,"score_gpt":0.2398843052556187,"score_spread":0.1976288276285354,"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."}}