{"id":"W6964237797","doi":"10.25316/k0pd-qd54","title":"Malaspina College E-Bulletin (Nanaimo) [March, 2000]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Set (abstract data type); Context (archaeology); Work (physics); Point (geometry)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005342494,0.0008184127,0.0007221127,0.002331921,0.001753753,0.003969152,0.001087226,0.001019054,0.7511603],"category_scores_gemma":[0.003213827,0.0004736477,0.000246421,0.003120928,0.0002658417,0.002515373,0.001827754,0.0009269089,0.6346298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501776,"about_ca_system_score_gemma":0.001866856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03408003,"about_ca_topic_score_gemma":0.07514092,"domain_scores_codex":[0.9996805,0.00003366399,0.00001924045,0.00004645812,0.000171784,0.00004849995],"domain_scores_gemma":[0.9986095,0.0001799457,0.00006513437,0.0001438416,0.000658092,0.0003434454],"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":[0.00002578578,0.00001374068,0.0001511888,0.00005824335,0.000001285747,0.00001525074,0.00003005818,0.00001361488,0.00008264419,0.0003790678,0.9639151,0.03531392],"study_design_scores_gemma":[0.000006787353,0.000004715746,0.001034702,0.00005894168,9.366586e-7,0.00001515136,0.00002714299,0.00003545641,0.00007110823,0.0001160232,0.9986241,0.000004995877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001131522,0.001217554,0.0006665273,0.002590986,0.0007169833,0.0001552475,0.05356519,0.009844836,0.9301112],"genre_scores_gemma":[0.003466212,0.001045386,0.00108501,0.0004107986,0.000168461,0.0001310769,0.02711409,0.002081763,0.9644971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.96592,"threshold_uncertainty_score":0.3549396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003398369432249088,"score_gpt":0.1632768509289604,"score_spread":0.1598784814967113,"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."}}