{"id":"W4221018586","doi":"10.1016/j.algal.2022.102663","title":"Microalgae as an alternative to oil crops for edible oils and animal feed","year":2022,"lang":"en","type":"article","venue":"Algal Research","topic":"Algal biology and biofuel production","field":"Energy","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Crop; Food science; Biotechnology; Soybean oil; Vegetable oil; Edible oil; Biology; Animal feed; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001404243,0.0002381835,0.0001871125,0.0005684153,0.0003127729,0.0009803271,0.000258139,0.0004475893,0.003335055],"category_scores_gemma":[0.00009607364,0.00008363302,0.0002631056,0.0005471282,0.0002732271,0.0005713456,0.0005514496,0.0004547006,0.0006131644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574336,"about_ca_system_score_gemma":0.0004896419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981488,"about_ca_topic_score_gemma":0.005141172,"domain_scores_codex":[0.9999044,0.00001189034,0.000003688195,0.00001886015,0.00003979886,0.00002135291],"domain_scores_gemma":[0.9999549,0.000007204049,0.0000080789,0.00000281599,0.00001214486,0.00001473499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006586231,0.0001280108,0.001172128,0.0005771779,0.00003212303,0.0005518193,0.00008461231,0.0007182485,0.8734444,0.005886647,0.0009993032,0.1157469],"study_design_scores_gemma":[0.00005210869,0.001289374,0.008442708,0.0003135261,0.0001342527,0.0008810261,0.0008587859,0.002072043,0.7922506,0.005994606,0.1876791,0.00003189822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7471712,0.1778964,0.01311551,0.005548741,0.001016022,0.000061721,0.00054639,0.0001700272,0.05447396],"genre_scores_gemma":[0.9103789,0.05786573,0.01013038,0.0003455146,0.00011138,0.00001958954,0.0001643179,0.00002785268,0.02095627],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003335055,"threshold_uncertainty_score":0.01115686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07233132526081275,"score_gpt":0.3841825493179715,"score_spread":0.3118512240571587,"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."}}