{"id":"W7053202459","doi":"","title":"Transitivity of fitness in pairwise competition between algae","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transitive relation; Pairwise comparison; Competition (biology); Algae; Measure (data warehouse)","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":[0.002845692,0.0001853109,0.000914358,0.0007918198,0.001006963,0.001604819,0.0009730259,0.0007948281,0.008107128],"category_scores_gemma":[0.02042793,0.0004861736,0.0006078288,0.0005827898,0.002526059,0.001744208,0.001620505,0.001487779,0.0003965722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749658,"about_ca_system_score_gemma":0.0006666448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141556,"about_ca_topic_score_gemma":0.005859703,"domain_scores_codex":[0.9988711,0.0005195037,0.00005097508,0.0002374741,0.0001195157,0.0002013619],"domain_scores_gemma":[0.9819218,0.01326493,0.002048211,0.0008278295,0.0006439031,0.001293303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002606211,0.0005197056,0.2533543,0.0006323365,0.0007913322,0.0009764392,0.005464891,0.1152548,0.044191,0.493464,0.006052745,0.07669207],"study_design_scores_gemma":[0.0001491318,0.001109255,0.3626843,0.00006934599,0.0001202592,0.0008955772,0.003380839,0.1421826,0.002161,0.4850559,0.002015227,0.0001766258],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879537,0.0001167966,0.005193553,0.0003727731,0.00001295992,0.00001702942,0.0001193172,0.00002415137,0.006189635],"genre_scores_gemma":[0.9976114,0.00004110008,0.0009648017,0.00003741513,0.000005087771,0.00001802715,0.00005003089,0.0000107088,0.001261423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008107128,"threshold_uncertainty_score":0.02712107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388015873030388,"score_gpt":0.2198413627259913,"score_spread":0.2059612039956874,"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."}}