{"id":"W7012643363","doi":"","title":"Civil Procedure","year":2023,"lang":"en","type":"book-chapter","venue":"Research Publications (Maastricht University)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Law Foundation of Nova Scotia","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005255712,0.0002668016,0.0002415517,0.006553438,0.00106862,0.0006599807,0.001057576,0.0003609398,0.00258762],"category_scores_gemma":[0.0003451979,0.0003106573,0.0002074976,0.003307667,0.0002843768,0.001353524,0.0008124909,0.00102949,0.0138707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964445,"about_ca_system_score_gemma":0.0005427444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009595717,"about_ca_topic_score_gemma":0.0004715949,"domain_scores_codex":[0.9974864,0.00001646343,0.0002298099,0.0006463913,0.001004677,0.0006162226],"domain_scores_gemma":[0.9970031,0.0001509286,0.0002118538,0.0007164367,0.001836249,0.00008144457],"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":[0.000004814193,0.00003654185,0.0000322752,0.00005619532,0.00005381872,0.0000115503,0.000002583834,0.00000516032,0.000002468196,0.6290568,0.3693768,0.001361044],"study_design_scores_gemma":[0.0002181358,0.000007876356,0.0003815793,0.00007163786,0.00006354979,0.000001902486,0.0001455894,0.0002788699,2.433647e-7,0.00993117,0.988624,0.0002754822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006812254,0.00004598137,0.0001933799,0.00800012,0.0001717935,0.000557558,0.00005931207,0.0008922641,0.9900728],"genre_scores_gemma":[0.001868938,0.000328418,0.00002409355,0.0001142736,0.0008925275,0.0000115714,0.00052995,0.0000868383,0.9961434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6192472,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135063002529504,"score_gpt":0.2847040599935631,"score_spread":0.1711977597406127,"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."}}