{"id":"W4313197946","doi":"10.17504/protocols.io.yxmvmk24ng3p/v1","title":"Total particulate carbohydrate from microalgae v1","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Algal biology and biofuel production","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hydrolysate; Chemistry; Chromatography; Hydrolysis; Absorbance; Carbohydrate; Reproducibility; Microtiter plate; Ferricyanide; Acid hydrolysis; Dihydroxyacetone; Biochemistry; Glycerol","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":[0.0004602561,0.002150542,0.001249968,0.001706415,0.001208703,0.0008427033,0.00108647,0.0006560811,0.006810305],"category_scores_gemma":[0.0003951241,0.000652319,0.001033625,0.00152618,0.0005144071,0.0005405315,0.001521482,0.002060461,0.01090376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065777,"about_ca_system_score_gemma":0.0008118075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774177,"about_ca_topic_score_gemma":0.003909147,"domain_scores_codex":[0.9987438,0.00009645782,0.00009669922,0.0003882151,0.0004823871,0.0001924024],"domain_scores_gemma":[0.9996818,0.00003646537,0.00002975459,0.0001018998,0.0001027053,0.00004725486],"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":[0.00007015227,0.00004836347,0.0002906589,0.000279809,0.00001730654,0.0001199821,0.00005279286,0.0001095082,0.9895795,0.0002098513,0.0007682577,0.008453729],"study_design_scores_gemma":[0.00004585851,0.0006124419,0.01143189,0.0001343158,0.00009715416,0.0005593497,0.00009536039,0.001052783,0.8959281,0.0008231755,0.08913814,0.00008136834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"dataset","genre_scores_codex":[0.3273669,0.02410186,0.5074297,0.0008539551,0.001977261,0.01318377,0.05614055,0.005544408,0.0634016],"genre_scores_gemma":[0.2291354,0.01549926,0.4003688,0.001101978,0.0004760583,0.01527906,0.2004187,0.002385757,0.135335],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.006810305,"threshold_uncertainty_score":0.02278274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163375393942758,"score_gpt":0.2338539029765005,"score_spread":0.212220149037073,"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."}}