{"id":"W7070563924","doi":"","title":"Peak Oil Vs. Pathological Optimism","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Pathological; Quality (philosophy); Perspective (graphical); Precipitation","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":[0.001333879,0.0002083029,0.0002229693,0.0008199891,0.001924014,0.005069749,0.0003950126,0.0009219153,0.02161069],"category_scores_gemma":[0.008679415,0.0001373912,0.0001777863,0.0008533107,0.007843192,0.003771103,0.0033605,0.002912682,0.002547332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298236,"about_ca_system_score_gemma":0.001613741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005577127,"about_ca_topic_score_gemma":0.00724618,"domain_scores_codex":[0.998571,0.0005806078,0.0000367653,0.00009921029,0.0002966208,0.0004156417],"domain_scores_gemma":[0.9964056,0.001061631,0.0005255745,0.0002110702,0.000337817,0.001458316],"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":[0.001208208,0.0001956207,0.02401222,0.0004031872,0.00005024064,0.001313224,0.03719055,0.000224669,0.0003037578,0.4665221,0.3080207,0.1605555],"study_design_scores_gemma":[0.0002420338,0.0001727097,0.04852165,0.001414006,0.00007912794,0.003337876,0.1117919,0.0006112001,0.0008792952,0.4226215,0.4102377,0.00009099591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1458033,0.01216206,0.001419211,0.14484,0.002226281,0.00002549784,0.0003612203,0.0001013926,0.6930611],"genre_scores_gemma":[0.9703872,0.003140796,0.0001764361,0.007391286,0.0006068812,0.00001539519,0.00006780688,0.00007806259,0.01813619],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02161069,"threshold_uncertainty_score":0.07229501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006232362329543074,"score_gpt":0.1836658085595828,"score_spread":0.1774334462300398,"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."}}