{"id":"W3083858412","doi":"10.3390/quat3030027","title":"The LAST Coring Platform You Will Ever Need: Light, Affordable, Stable, and Transportable","year":2020,"lang":"en","type":"article","venue":"Quaternary","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coring; Computer science; Geology; Engineering; Mechanical engineering; Drilling","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":[0.001710283,0.001212042,0.0004639284,0.001013884,0.001359973,0.002006438,0.001460781,0.001488941,0.01554072],"category_scores_gemma":[0.004547532,0.0006007926,0.0006163277,0.000568142,0.001146782,0.002908578,0.002737178,0.00128931,0.01115388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461646,"about_ca_system_score_gemma":0.001401051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073087,"about_ca_topic_score_gemma":0.00255476,"domain_scores_codex":[0.9986832,0.0001480342,0.00009127048,0.0001940376,0.0007246139,0.0001588133],"domain_scores_gemma":[0.9978313,0.0002482823,0.0001775982,0.000537159,0.0008134982,0.000392226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004349697,0.0001517964,0.006564062,0.001714751,0.00003838157,0.002121554,0.002322937,0.00195195,0.1942817,0.02451481,0.09935505,0.666548],"study_design_scores_gemma":[0.00004534649,0.0005455496,0.006670819,0.0004849078,0.00005112831,0.003218785,0.0008714853,0.002226305,0.04095516,0.004700085,0.9400808,0.0001495809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09215103,0.003252334,0.7243761,0.006466717,0.005636442,0.002241576,0.001818938,0.0144379,0.149619],"genre_scores_gemma":[0.159318,0.00187522,0.7363995,0.001626933,0.0005407905,0.000880015,0.001144313,0.003145363,0.09506986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01554072,"threshold_uncertainty_score":0.0519889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232311467105162,"score_gpt":0.2190085257691618,"score_spread":0.1957773790586456,"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."}}