{"id":"W7100245755","doi":"","title":"I An Expanded Model of Industry Dynamics with Cross-","year":2001,"lang":"en","type":"article","venue":"","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payroll; Dynamics (music); Estimator; Section (typography); Missing data","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":[0.001247118,0.001022564,0.001470356,0.001579132,0.001112403,0.003941692,0.003993932,0.004256779,0.1610151],"category_scores_gemma":[0.003226923,0.0009972873,0.001760956,0.003305635,0.0007574708,0.003092048,0.001919026,0.003898163,0.03072003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113642,"about_ca_system_score_gemma":0.003154726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06568182,"about_ca_topic_score_gemma":0.05193943,"domain_scores_codex":[0.9991651,0.0001586395,0.00005048261,0.0002615293,0.0001666451,0.0001976059],"domain_scores_gemma":[0.9987007,0.0003905429,0.0002990077,0.0001770675,0.0002618044,0.000170811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001047964,0.0002233342,0.005723624,0.0002407162,0.00008502928,0.0006591283,0.0003520287,0.2084682,0.0006981758,0.6461701,0.10963,0.02764488],"study_design_scores_gemma":[0.0002915206,0.0001651058,0.005069775,0.0001711495,0.0001250262,0.0006766485,0.0003340532,0.4949317,0.0003547151,0.2237914,0.2739533,0.0001354868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05361662,0.002506359,0.4159289,0.01862646,0.001531854,0.0009163499,0.08843587,0.002453926,0.4159837],"genre_scores_gemma":[0.3058151,0.003446248,0.0562371,0.001972254,0.0009065854,0.001410028,0.02314447,0.0004130425,0.6066552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1610151,"threshold_uncertainty_score":0.5386493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07847757794878137,"score_gpt":0.3707730190321336,"score_spread":0.2922954410833523,"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."}}