{"id":"W7033738480","doi":"","title":"Sixteen Valley Conservation Area Summer Trail, Halton Region Canada","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mile; Vegetation (pathology); Forest cover; Altitude (triangle)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307581,0.0004371395,0.000290139,0.0007883752,0.006478398,0.002456851,0.0008811254,0.0005216651,0.2610547],"category_scores_gemma":[0.000743265,0.0003679366,0.0001658644,0.001878233,0.0007211915,0.0006461392,0.000956032,0.0006404098,0.03235175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01579557,"about_ca_system_score_gemma":0.04116907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718915,"about_ca_topic_score_gemma":0.9973794,"domain_scores_codex":[0.9996775,0.00001334728,0.000007422056,0.00006058193,0.0001435016,0.00009769166],"domain_scores_gemma":[0.9991668,0.00004059669,0.00002020809,0.00002640412,0.000492919,0.0002530691],"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":[0.0001211872,0.00006999426,0.01099193,0.0001907741,0.000008968557,0.00023908,0.0006431064,0.0001829067,0.0006267634,0.002883445,0.8751287,0.108913],"study_design_scores_gemma":[0.00002275114,0.00001879585,0.04213554,0.0001684535,0.000006448159,0.00007685599,0.002459949,0.0002430911,0.0002671695,0.0002788683,0.9543064,0.00001566071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02841499,0.003832066,0.0008617004,0.004044527,0.0005583158,0.0003341448,0.04595248,0.0005069401,0.9154949],"genre_scores_gemma":[0.02381069,0.001197609,0.0009201104,0.0003821942,0.00001590776,0.00005408021,0.005647694,0.0001096298,0.9678621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2610547,"threshold_uncertainty_score":0.873315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267320190114638,"score_gpt":0.1895366090984464,"score_spread":0.1768634071973,"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."}}