{"id":"W3089076657","doi":"10.7451/cbe.2019.61.1.1","title":"Tackiness of a novel biodegradable binder for erosion control mulch","year":2020,"lang":"en","type":"article","venue":"Canadian Biosystems Engineering","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mulch; Erosion; Control (management); Business; Computer science; Agronomy; Geology; Biology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001386721,0.0003564808,0.0002494374,0.0003907284,0.0001968559,0.0003123736,0.0002530813,0.0002616502,0.0009498875],"category_scores_gemma":[0.0001689177,0.0001315394,0.0002711275,0.0002034043,0.0001001312,0.0002385717,0.0002152872,0.0003862331,0.000194722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132921,"about_ca_system_score_gemma":0.000177902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008049246,"about_ca_topic_score_gemma":0.003348108,"domain_scores_codex":[0.9998568,0.000009764859,0.000006794798,0.00002545801,0.00007278837,0.00002825976],"domain_scores_gemma":[0.9998924,0.00001163937,0.00003356897,0.000005270043,0.00002653962,0.00003057699],"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":[0.00005246394,0.00005852753,0.0001277028,0.00006390047,0.000007025738,0.00003074079,0.00001102383,0.00008783835,0.9954711,0.00003095458,0.00001949854,0.004039355],"study_design_scores_gemma":[0.00001571718,0.001195648,0.003458503,0.00001064204,0.00004289993,0.0001488066,0.00002526536,0.001091697,0.9914938,0.00001758313,0.002491331,0.000008043504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938197,0.001257694,0.003251145,0.00002985718,0.00002130096,0.00005326827,0.00006901062,0.00006388791,0.001434122],"genre_scores_gemma":[0.988176,0.00102249,0.005451537,0.00004764818,0.00001484349,0.00003270801,0.0001300084,0.00002554722,0.005099253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009498875,"threshold_uncertainty_score":0.003177702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131901674323286,"score_gpt":0.1682342849145997,"score_spread":0.1369152681713668,"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."}}