{"id":"W6998968685","doi":"","title":"Canada carbon and solar calculations","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Carbon fibers; Solar energy; Climate change","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":[0.0005218041,0.0007716101,0.0005418456,0.002683749,0.002421302,0.002042599,0.001922477,0.0007385229,0.06036953],"category_scores_gemma":[0.00256783,0.0004356173,0.00080413,0.00658638,0.0004380548,0.001055141,0.00061128,0.001681779,0.008468891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04203378,"about_ca_system_score_gemma":0.04985221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.970015,"about_ca_topic_score_gemma":0.9791256,"domain_scores_codex":[0.9985643,0.00008258028,0.00002201211,0.00009346405,0.001026734,0.0002110004],"domain_scores_gemma":[0.9983734,0.00007868207,0.00002028839,0.00007797423,0.001366404,0.00008327691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003617913,0.00002584735,0.001529578,0.0002267501,0.00004612656,0.00006925494,0.00009770723,0.02468014,0.0001925696,0.2494496,0.6845137,0.03913255],"study_design_scores_gemma":[0.0000256412,0.000008210229,0.003190288,0.0001607406,0.00003094011,0.00004580089,0.0001571919,0.01618631,0.0009240284,0.02770799,0.9515115,0.00005133498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005380156,0.003891829,0.008072652,0.005098712,0.0009458461,0.0001298208,0.1501019,0.0009333853,0.8254457],"genre_scores_gemma":[0.2378536,0.0135642,0.02940475,0.001896941,0.0002209619,0.0004621334,0.07899677,0.002371669,0.635229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06036953,"threshold_uncertainty_score":0.3049778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102978219979893,"score_gpt":0.2430086667072506,"score_spread":0.2319788845074517,"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."}}