{"id":"W6926158023","doi":"10.25316/kg6g-5668","title":"Malaspina College Bulletin - Kennedy Street (Nanaimo) No.245 [January 16, 1976]","year":2025,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Engineering and Agricultural Innovations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Center (category theory); Perspective (graphical); Landmark","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003842927,0.0002441605,0.0002326376,0.00006187383,0.0004089271,0.00005975108,0.0004341457,0.0001666967,0.0008763899],"category_scores_gemma":[0.00001854689,0.000114034,0.0001310056,0.001297025,0.00006140349,0.0004261814,0.0002224608,0.000233392,0.0001038713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005986844,"about_ca_system_score_gemma":0.00002400591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707052,"about_ca_topic_score_gemma":0.05950404,"domain_scores_codex":[0.9988927,0.00005226896,0.0001544911,0.0003824205,0.0001536954,0.000364398],"domain_scores_gemma":[0.9995135,0.0001265116,0.00007098212,0.0001057934,0.0000757166,0.0001074966],"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":[0.00004129619,0.00007848935,0.001138684,0.00001558434,0.00003675245,0.00002820556,0.00001564253,0.00003946677,0.001489906,0.00417618,0.9923506,0.000589125],"study_design_scores_gemma":[0.0003530046,0.0001265889,0.01384962,0.00008016598,0.00002570539,7.442517e-7,0.001056874,0.00004775218,0.0007416216,0.0001634405,0.9832472,0.0003073003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3398015,0.0001197406,0.00004948126,0.01278537,0.0008914939,0.0003518305,0.0004644131,0.0005402189,0.6449959],"genre_scores_gemma":[0.5949085,0.0001296975,0.0002764477,0.0005169996,0.0001935475,0.000001915665,0.00009795525,0.000001990533,0.403873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2551069,"threshold_uncertainty_score":0.9595854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004802733668379695,"score_gpt":0.1581947888113747,"score_spread":0.1533920551429951,"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."}}