{"id":"W4405412282","doi":"10.1615/interjalgae.v27.i1.60","title":"Freshwater Eukaryotic and Prokaryotic Microalgae as a Source of Compounds with Anticancer Activities. Pt 2: Bioprospecting Species from Natural Freshwater Habitats and Extreme Environments","year":2024,"lang":"en","type":"article","venue":"International Journal on Algae","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Laurentian University","funders":"","keywords":"Bioprospecting; Habitat; Extreme environment; Ecology; Biology; Bacteria","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":[0.0002463723,0.0004716857,0.0004327426,0.0008913641,0.0002926825,0.0006459173,0.0001936955,0.0004346381,0.001211328],"category_scores_gemma":[0.0001426829,0.0001706684,0.0005961924,0.0009460673,0.000192385,0.0004670548,0.0005061795,0.0006003029,0.0006615777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555453,"about_ca_system_score_gemma":0.0004174348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558692,"about_ca_topic_score_gemma":0.00156916,"domain_scores_codex":[0.9998724,0.00001627276,0.00001206052,0.00002381904,0.00005711418,0.00001831823],"domain_scores_gemma":[0.9999356,0.0000114676,0.00001612794,0.000005363348,0.00001863413,0.00001280003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001280323,0.00007525954,0.000857234,0.002495443,0.00005275532,0.0007652555,0.00008885399,0.0003431633,0.8886943,0.00106106,0.000852651,0.1045859],"study_design_scores_gemma":[0.00003626233,0.001391167,0.01600531,0.001128762,0.0003400606,0.003789795,0.0003641008,0.0005760469,0.7970799,0.00131333,0.1779068,0.00006846825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4552546,0.4456626,0.04523937,0.001833058,0.0006550458,0.0005490686,0.003321799,0.0003038414,0.04718073],"genre_scores_gemma":[0.6568154,0.2759424,0.03976907,0.001348992,0.0001896591,0.0001830329,0.003608808,0.00007986153,0.02206283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001211328,"threshold_uncertainty_score":0.004052281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235761300482051,"score_gpt":0.2278629756688376,"score_spread":0.215505362664017,"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."}}