{"id":"W4253524196","doi":"10.20884/1.bioe.2019.1.2.1800","title":"","year":2019,"lang":"","type":"article","venue":"BioEksakta Jurnal Ilmiah Biologi Unsoed","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Forestry; Tectona; Humanities; Horticulture; Biology; Art; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008038005,0.0006594302,0.0004470509,0.001135187,0.002375411,0.003358942,0.00110799,0.001406683,0.3190586],"category_scores_gemma":[0.001752593,0.0003895868,0.0004677891,0.001495987,0.0006316879,0.001496529,0.002796001,0.001529072,0.1508468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469141,"about_ca_system_score_gemma":0.003164966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009747208,"about_ca_topic_score_gemma":0.01337472,"domain_scores_codex":[0.9991047,0.0001069209,0.00005259616,0.0002341803,0.0003817426,0.000119791],"domain_scores_gemma":[0.9988978,0.0001061072,0.00005860725,0.0001457942,0.0005920596,0.0001995905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003671264,0.0001763399,0.00668089,0.0008810932,0.00003320206,0.0009594067,0.002570577,0.0002821394,0.01294742,0.02562153,0.4221483,0.5273319],"study_design_scores_gemma":[0.000009261655,0.00003591133,0.00392996,0.000120357,0.000008385108,0.0003144203,0.0006959334,0.0001192285,0.001413972,0.001339945,0.9919979,0.00001471569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01661745,0.002952407,0.01027917,0.004712263,0.002629058,0.0004284294,0.009260591,0.002974013,0.9501466],"genre_scores_gemma":[0.05483432,0.002985382,0.01281303,0.002204937,0.0003810128,0.0003582217,0.008845967,0.0008377778,0.9167395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6809413,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137700802598664,"score_gpt":0.2174935245448469,"score_spread":0.1961165165188603,"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."}}