{"id":"W4242000918","doi":"10.4095/288047","title":"A universal percussion corer for sampling lake sediments","year":2011,"lang":"en","type":"report","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Percussion; Sampling (signal processing); Geology; Mineralogy; Hydrology (agriculture); Geotechnical engineering; Engineering; Physics; Acoustics; Telecommunications","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":[0.001135562,0.0009014438,0.0006381804,0.002324224,0.001095806,0.000536744,0.0011523,0.0006061225,0.0104571],"category_scores_gemma":[0.00147043,0.000539699,0.0004712927,0.001608835,0.0004734915,0.0007707003,0.001390913,0.0006686886,0.004949118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779839,"about_ca_system_score_gemma":0.001406649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055898,"about_ca_topic_score_gemma":0.01418884,"domain_scores_codex":[0.9982616,0.0001092462,0.0001294234,0.0005487991,0.0008186555,0.0001322367],"domain_scores_gemma":[0.9991315,0.00008799661,0.0001474067,0.0001428272,0.000361767,0.0001285646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00022741,0.0001562811,0.01364003,0.0006499088,0.0000406811,0.0003234131,0.0005298825,0.0006684801,0.8592969,0.0008604152,0.007358293,0.1162484],"study_design_scores_gemma":[0.0002351875,0.002086678,0.2456805,0.0004497126,0.0002463061,0.002880883,0.0005689814,0.01935144,0.4991102,0.001410763,0.2277371,0.000242194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2569902,0.001088944,0.6768681,0.0002237266,0.0002638553,0.009062286,0.01822329,0.009635458,0.02764417],"genre_scores_gemma":[0.1395365,0.0007381311,0.8167006,0.00038069,0.00009171663,0.00815912,0.008823361,0.0008739905,0.02469585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0104571,"threshold_uncertainty_score":0.0349825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05955547229949971,"score_gpt":0.2864566884525666,"score_spread":0.2269012161530669,"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."}}