{"id":"W3104562674","doi":"","title":"Being Innovative in Exploring Litigation Alternatives","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Project commissioning; Legislature; Coronavirus disease 2019 (COVID-19); Oppression; Pandemic; Business; Engineering; Political science; Publishing; Law; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004007339,0.0000957321,0.0001034887,0.0002038578,0.0001453838,0.0001676127,0.0001424282,0.00002277318,0.00004904211],"category_scores_gemma":[0.0001190309,0.00009381375,0.00004123704,0.0008796774,0.00002012452,0.001802624,0.00004609592,0.000861953,0.00009821542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064517,"about_ca_system_score_gemma":0.0002097333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007684602,"about_ca_topic_score_gemma":0.0002095241,"domain_scores_codex":[0.9986476,0.00001143291,0.0002221934,0.0001365399,0.0001745842,0.0008076822],"domain_scores_gemma":[0.9996774,0.00001217249,0.0001381785,0.00004249163,0.0001171469,0.00001266278],"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":[0.00001880603,0.00002708436,0.009728573,0.000009276451,0.00003129443,0.000003365612,0.0001978039,0.0001180949,0.0004105952,0.9646562,0.00007571639,0.02472317],"study_design_scores_gemma":[0.003613496,0.0001398335,0.04460025,0.0002151648,0.00005605957,0.00004209456,0.03723498,0.0153997,0.0004515245,0.6350703,0.2622488,0.0009277772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073232,0.0002273261,0.01403372,0.01329974,0.0003132784,0.0001306964,4.224282e-7,0.00009630508,0.06457536],"genre_scores_gemma":[0.9968214,0.0003360447,0.00002236835,0.001211169,0.001456024,0.000009620281,0.000004395147,0.00001418725,0.0001248095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295859,"threshold_uncertainty_score":0.3825614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540285991382706,"score_gpt":0.2427843513251729,"score_spread":0.2073814914113458,"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."}}