{"id":"W2911427661","doi":"10.22215/etd/2013-09478","title":"Generative contracts","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Generative grammar; Computer science; Humanities; Artificial intelligence; Philosophy","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":[0.005277866,0.0008059611,0.0006126778,0.001646055,0.002642726,0.006956242,0.002213515,0.002304523,0.07456341],"category_scores_gemma":[0.02037305,0.0008511993,0.001432801,0.002857989,0.004390085,0.008746397,0.00576561,0.002783531,0.01513115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209192,"about_ca_system_score_gemma":0.004170122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295364,"about_ca_topic_score_gemma":0.005240378,"domain_scores_codex":[0.9942701,0.002712387,0.0003227046,0.0009673086,0.00135957,0.0003678926],"domain_scores_gemma":[0.9877163,0.005487527,0.0004476233,0.004463264,0.001269861,0.0006154134],"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":[0.00001737091,0.00001977119,0.0002369175,0.00004161012,0.000009272007,0.00005367304,0.0003567131,0.001148075,0.0001763132,0.9678799,0.007916355,0.0221441],"study_design_scores_gemma":[0.00002421094,0.00001368058,0.0001925113,0.00009373681,0.00001211639,0.000168328,0.0002100902,0.006969427,0.0004617332,0.8009459,0.1908938,0.0000145111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009845346,0.001110598,0.5024401,0.00699712,0.0003980866,0.0003054294,0.001680709,0.001484095,0.4757386],"genre_scores_gemma":[0.3598821,0.002640565,0.2339892,0.002211623,0.0004945965,0.001124894,0.004572323,0.002262455,0.3928222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07456341,"threshold_uncertainty_score":0.2494395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008711564132643061,"score_gpt":0.2286810953213584,"score_spread":0.2199695311887153,"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."}}