{"id":"W1739884831","doi":"","title":"The Essence of Windmill and Chimney as More Environmentally Amenable Than Windturbine and Hydrodam","year":2015,"lang":"en","type":"article","venue":"Polymath","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Chimney (locomotive); Windmill; Architectural engineering; Symbol (formal); Subject (documents); Work (physics); Engineering; Computer science; Mechanical engineering","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":[0.000196513,0.0001146116,0.0001400778,0.00002346302,0.000312894,0.0001024076,0.0001164732,0.00003608253,0.00004146598],"category_scores_gemma":[0.00002539317,0.00007694591,0.00002686555,0.00001072153,0.0008670947,0.0001519477,0.00009401034,0.0001013892,0.00001896328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039594,"about_ca_system_score_gemma":0.00002532858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007738752,"about_ca_topic_score_gemma":0.000195177,"domain_scores_codex":[0.9993016,0.00002717261,0.0001509955,0.0001547946,0.0001976218,0.0001678859],"domain_scores_gemma":[0.9995602,0.00004538062,0.00007894827,0.0001906519,0.00001974299,0.0001050486],"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":[0.0001358055,0.0001470595,0.00194637,0.00009324127,0.0001236522,0.00001390456,0.1912349,0.000004077575,0.001773715,0.800837,0.00279917,0.0008910857],"study_design_scores_gemma":[0.002888385,0.001044539,0.006382112,0.0002079189,0.0002045227,0.0001062945,0.05156504,0.0005385798,0.005458891,0.5396172,0.3910074,0.0009791198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255526,0.002562299,0.000002020855,0.004464513,0.0002841764,0.000117207,0.00003726509,0.0000231185,0.06695679],"genre_scores_gemma":[0.9933054,0.000195217,0.00001104148,0.0004861555,0.0003119771,0.000004637866,0.000005930635,0.00001317518,0.005666443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882082,"threshold_uncertainty_score":0.3194847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538879707920055,"score_gpt":0.2429883450377467,"score_spread":0.2075995479585461,"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."}}