{"id":"W6925063226","doi":"10.1594/pangaea.961934","title":"Video screenshots from ROV survey ARTofMELT2023/1_22-6 on 2023-06-02, survey 2","year":2023,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Archaeological and Geological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Remotely operated underwater vehicle; Zoom; Remotely operated vehicle; Aerial survey; Video recording; ZEUS (particle detector)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007464616,0.0007556819,0.000979219,0.0003215966,0.004306368,0.002225425,0.002102817,0.0004883753,0.0005521288],"category_scores_gemma":[0.002570943,0.0005860018,0.0002014,0.0002799342,0.003437436,0.00152343,0.007739422,0.001210799,0.0002636856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029711,"about_ca_system_score_gemma":0.00006369992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9186845,"about_ca_topic_score_gemma":0.9634289,"domain_scores_codex":[0.9934497,0.0006798668,0.0007772432,0.002271923,0.001086942,0.001734278],"domain_scores_gemma":[0.9945323,0.00300461,0.0002634862,0.00149251,0.000126549,0.000580563],"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":[0.000367081,0.0002257107,0.00198861,0.0001236739,0.0003452041,0.00001377259,0.00008248271,0.00002422267,0.000001372512,0.0009378804,0.9912535,0.00463648],"study_design_scores_gemma":[0.0007089159,0.0003885432,0.02673461,0.00008400581,0.0001160002,0.000001935516,0.000154647,0.0003411818,6.816581e-7,0.004003779,0.9667693,0.000696392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002651974,0.002176557,0.0001154714,0.0008414041,0.002796872,0.001503436,0.9896322,0.00008201607,0.0001999963],"genre_scores_gemma":[0.001121299,0.005076121,0.000209674,0.0002961554,0.002425921,0.0002168188,0.977392,0.00006923563,0.01319275],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04474445,"threshold_uncertainty_score":0.9996591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123614166114606,"score_gpt":0.3080183612793738,"score_spread":0.09565694466791316,"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."}}