{"id":"W6885871160","doi":"10.1371/journal.pone.0294682.s001","title":"Design analysis assumptions.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trellis (graph); Photovoltaic system; Acre; Yield (engineering); Cultivar; Passion fruit; Shading","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":[0.0357311,0.00273491,0.0017474,0.001880363,0.001341886,0.005175506,0.003400484,0.003716947,0.1881543],"category_scores_gemma":[0.08048569,0.0008616336,0.002365069,0.002142631,0.001915818,0.002131278,0.002495651,0.003435326,0.06169665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004209971,"about_ca_system_score_gemma":0.015672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255202,"about_ca_topic_score_gemma":0.002990778,"domain_scores_codex":[0.9734404,0.01203986,0.002451427,0.003294744,0.007370831,0.001402796],"domain_scores_gemma":[0.9438626,0.02605307,0.003877318,0.008481983,0.01643542,0.001289677],"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":[0.003344948,0.0007151612,0.003454081,0.006692438,0.0003646954,0.0006713179,0.001426966,0.02139211,0.001683018,0.4070214,0.2581748,0.295059],"study_design_scores_gemma":[0.001309387,0.00165224,0.002495917,0.004041991,0.0002769065,0.0005286217,0.0009380007,0.01781209,0.00166684,0.1236886,0.8454916,0.00009799279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005343091,0.00202034,0.4727225,0.007897763,0.004024371,0.04428419,0.03853378,0.002158487,0.4230154],"genre_scores_gemma":[0.1669075,0.004136115,0.4422495,0.008524521,0.001151292,0.1540992,0.02212729,0.001270166,0.1995346],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1881543,"threshold_uncertainty_score":0.6294389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120322199774836,"score_gpt":0.2699346013800324,"score_spread":0.2187313793822841,"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."}}