{"id":"W6892107054","doi":"10.5061/dryad.5x69p8d2x","title":"2D and 3D coral models imaged in Curaçao: George, Mullinix, et al PeerJ 2021","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coral; Benthic zone; Perimeter; Competition (biology); Ecosystem; Proxy (statistics)","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":[0.001270043,0.001354069,0.001092607,0.005389601,0.001389584,0.003382798,0.002072815,0.001599203,0.05629729],"category_scores_gemma":[0.009080218,0.001006702,0.001053019,0.003945217,0.0008561335,0.001406553,0.002713048,0.001262869,0.02400357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268807,"about_ca_system_score_gemma":0.005090415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08149892,"about_ca_topic_score_gemma":0.2107839,"domain_scores_codex":[0.9986785,0.00007804925,0.00008629564,0.0002746356,0.0006838514,0.0001985937],"domain_scores_gemma":[0.9969727,0.0004545325,0.0002216441,0.000478273,0.001466821,0.000406032],"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":[0.0005821501,0.000188263,0.0463508,0.003620904,0.0004522454,0.003685894,0.002346091,0.007040004,0.01309114,0.002479957,0.7411776,0.1789849],"study_design_scores_gemma":[0.0001250815,0.00005565765,0.09386313,0.00153886,0.0002002211,0.002364685,0.002973826,0.01272738,0.003366166,0.001516855,0.881066,0.0002021339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1889746,0.008861364,0.01757352,0.007143356,0.009616071,0.001747499,0.6444752,0.02213409,0.09947449],"genre_scores_gemma":[0.3527128,0.005154188,0.04442807,0.0006298482,0.0007910153,0.0009989972,0.5523034,0.01093158,0.03205021],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08149892,"threshold_uncertainty_score":0.1883332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412775270818959,"score_gpt":0.3272348920430919,"score_spread":0.285957364961196,"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."}}