{"id":"W6908170018","doi":"10.25573/serc.c.6100506.v5","title":"MarineGEO Bocas del Toro Observatory Data","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observatory; Nova scotia; Context (archaeology)","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":[0.0004596666,0.0006069364,0.0004479087,0.001466139,0.0006170271,0.0007649062,0.0009831599,0.0005566361,0.06124162],"category_scores_gemma":[0.0019454,0.000214445,0.0002580608,0.002290077,0.0002618661,0.0005143915,0.001014401,0.0007982803,0.02685107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240357,"about_ca_system_score_gemma":0.00137122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.104049,"about_ca_topic_score_gemma":0.1718458,"domain_scores_codex":[0.9996038,0.0000379001,0.00001836992,0.0001013835,0.0001742273,0.00006441572],"domain_scores_gemma":[0.9990482,0.00008861766,0.0001010623,0.0001893124,0.0004289108,0.0001439164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001268169,0.00004809456,0.01385259,0.0002571739,0.00002561889,0.00008941054,0.0001175078,0.001472198,0.0006858042,0.001258067,0.9593963,0.02267051],"study_design_scores_gemma":[0.0001033389,0.00001886679,0.04007971,0.0001021203,0.00001962699,0.00004734683,0.0002325369,0.00196663,0.0005730445,0.001282116,0.955548,0.00002661236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00799074,0.0001697448,0.001239318,0.000587276,0.0002633498,0.0001369777,0.9451281,0.00133453,0.0431499],"genre_scores_gemma":[0.05887437,0.0003147582,0.009398167,0.0002940105,0.0001370066,0.0005657716,0.8904039,0.001364909,0.03864721],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.104049,"threshold_uncertainty_score":0.2068868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138098749560583,"score_gpt":0.2849537580977909,"score_spread":0.1711438831417326,"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."}}