{"id":"W7011040658","doi":"","title":"Lien Master Urges Better Construction Contracts","year":2018,"lang":"fr","type":"article","venue":"eYLS (Yale Law School)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lien; Process (computing); Multitude; Construction contract","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273291,0.0002281294,0.0003890549,0.0009195576,0.01038666,0.01184242,0.001283668,0.007963031,0.03145589],"category_scores_gemma":[0.03764991,0.0003561623,0.0003202152,0.001400829,0.01143016,0.005336904,0.004036826,0.007300915,0.00253983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04320779,"about_ca_system_score_gemma":0.1041395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6253434,"about_ca_topic_score_gemma":0.8252273,"domain_scores_codex":[0.9796466,0.002874269,0.0004125148,0.001162202,0.0110589,0.004845535],"domain_scores_gemma":[0.976909,0.005542057,0.00128249,0.001573593,0.008135358,0.006557527],"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":[0.0000415481,0.00007607284,0.007711611,0.00008058313,0.00001222,0.0002578006,0.006165709,0.0008781491,0.0006149763,0.5309374,0.4297284,0.02349553],"study_design_scores_gemma":[0.00003166912,0.00003537861,0.007077832,0.0001492501,0.000007236213,0.00005751098,0.007572354,0.0008220935,0.000326378,0.03850907,0.9453662,0.00004512745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03525442,0.001025313,0.00372393,0.574143,0.001121914,0.00009984651,0.0001959092,0.0001376843,0.3842979],"genre_scores_gemma":[0.5893916,0.001459982,0.004845517,0.09808737,0.0006381489,0.00007722825,0.0002414745,0.0001725227,0.3050862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6253434,"threshold_uncertainty_score":0.7537259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491334561698734,"score_gpt":0.3060502459389575,"score_spread":0.2611369003219702,"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."}}