{"id":"W1958611676","doi":"","title":"Demography of genets of clonal red seaweeds: current limitations and proposed solutions using genetic markers from experimental populations","year":2001,"lang":"en","type":"article","venue":"Hidrobiológica","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thallus; Biology; Spore; Genetic analysis; Identification (biology); Botany; Ecology; Genetics; Gene","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":[0.007856651,0.0005544638,0.0009657904,0.00157088,0.0007075453,0.001226016,0.002729419,0.0006779003,0.001312678],"category_scores_gemma":[0.01067962,0.0003807104,0.0005548632,0.002334601,0.00156986,0.002084275,0.001504482,0.0008949494,0.0002998309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539704,"about_ca_system_score_gemma":0.0008934882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035329,"about_ca_topic_score_gemma":0.02140768,"domain_scores_codex":[0.9960627,0.001863194,0.0003555914,0.00108534,0.000521265,0.0001118957],"domain_scores_gemma":[0.9856225,0.006648524,0.002183116,0.00325807,0.001742712,0.0005452374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003279614,0.00029151,0.439688,0.002069791,0.0004027539,0.0003887302,0.005126898,0.005498182,0.05243322,0.01217156,0.002116752,0.4794846],"study_design_scores_gemma":[0.00004403874,0.0003425068,0.8975512,0.0007715404,0.0002797219,0.0009045493,0.005090976,0.01565076,0.01219292,0.02528671,0.04170753,0.0001775581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857407,0.02524397,0.1661935,0.004764835,0.0002142862,0.0002044067,0.004765416,0.0003935616,0.01247929],"genre_scores_gemma":[0.8737274,0.01105925,0.1075934,0.0009940178,0.0001808634,0.0006620089,0.00361764,0.00008466218,0.002080762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035329,"threshold_uncertainty_score":0.04155046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249509819308834,"score_gpt":0.2506336953207272,"score_spread":0.1681385971276388,"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."}}