{"id":"W4377970298","doi":"10.1109/iccci56745.2023.10128313","title":"Smart Use of Solar Radiation in Agriculture Purpose","year":2023,"lang":"en","type":"article","venue":"","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Radiation; Computer science; Agriculture; Environmental science; Remote sensing; Physics; Optics; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008106745,0.0002068538,0.0002963818,0.0002365653,0.0001652106,0.0004493463,0.0003086198,0.0003433404,0.00367209],"category_scores_gemma":[0.0001614836,0.0001008672,0.0002535235,0.0004165076,0.0001282748,0.0004298886,0.0002826745,0.0002284165,0.001486919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132202,"about_ca_system_score_gemma":0.0001074479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769377,"about_ca_topic_score_gemma":0.0003887702,"domain_scores_codex":[0.999867,0.00001608471,0.000004904779,0.00003587703,0.00006163349,0.00001450079],"domain_scores_gemma":[0.9999206,0.00001641689,0.00001426164,0.00001776285,0.00002359271,0.000007355403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00029818,0.0001342148,0.005349359,0.0007665957,0.00004946432,0.0005213323,0.0002138609,0.004089087,0.5789456,0.003214334,0.009043868,0.3973741],"study_design_scores_gemma":[0.0000742772,0.0009737936,0.02752481,0.00017959,0.0001629394,0.002170654,0.000353891,0.03337482,0.6959955,0.004284948,0.2348049,0.00009990335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5194351,0.01455076,0.3295409,0.001235044,0.000897751,0.0002273389,0.001304276,0.006180184,0.1266287],"genre_scores_gemma":[0.9422613,0.002367502,0.03332796,0.0002715225,0.00005947257,0.00006174539,0.0003349001,0.0001483151,0.02116732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00367209,"threshold_uncertainty_score":0.0122844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676030926706738,"score_gpt":0.2364300165829797,"score_spread":0.2096697073159123,"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."}}