{"id":"W6963365382","doi":"10.21966/mc7v-dx06","title":"Rocky Intertidal RPAS Mapping - 2018 - 2020 - BC Central Coast - Canada","year":2016,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intertidal zone; Drone; Habitat; Rocky shore; Shore; Biodiversity; Aerial survey","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002587086,0.001329668,0.001220422,0.0003483456,0.0004887524,0.0002607363,0.002164416,0.0006521138,0.003150666],"category_scores_gemma":[0.0003322555,0.00117854,0.0002863156,0.0005155288,0.0005100967,0.0008605137,0.001064582,0.001307252,0.01328367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453947,"about_ca_system_score_gemma":0.006818107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9135829,"about_ca_topic_score_gemma":0.9896922,"domain_scores_codex":[0.9936379,0.0001608671,0.001201307,0.00144911,0.001409121,0.002141664],"domain_scores_gemma":[0.9958839,0.00006671669,0.0007945791,0.002096256,0.0001790396,0.0009794568],"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":[0.0001006589,0.00008497395,0.00007477777,0.0002557343,0.000414664,0.001797824,0.00003359291,0.00002546617,0.0001318126,0.00001831198,0.9966985,0.0003636664],"study_design_scores_gemma":[0.001158974,0.00003846818,0.0003063632,0.001335487,0.0001928359,0.0002128769,0.00003023368,0.00001213824,0.00008997887,0.00001227943,0.9951477,0.001462658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003100387,0.0002819357,0.00008654322,0.0004703933,0.01503748,0.0006786708,0.9820265,0.0002182965,0.000890214],"genre_scores_gemma":[0.0004603794,0.0002012678,0.00008590638,0.001002164,0.003563372,0.00008981126,0.9920604,0.0002013727,0.002335348],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07610932,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823293803439381,"score_gpt":0.2318378992795381,"score_spread":0.2136049612451443,"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."}}