{"id":"W2582922831","doi":"10.51847/9tgyo0c","title":"10.51847/9tGYO0c","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Algal biology and biofuel production","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Technology Rourkela","keywords":"Biomass (ecology); Biodiesel; Biofuel; Oleic acid; Biodiesel production; Algae; Population; Extraction (chemistry); Food science; Botany; Chemistry; Fatty acid; Pulp and paper industry; Linoleic acid; Biology; Biotechnology; Chromatography; Organic chemistry; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005566276,0.001303007,0.0006684631,0.002779446,0.001488438,0.002371139,0.001281462,0.003181434,0.9571499],"category_scores_gemma":[0.0007119105,0.0004681877,0.0007225303,0.001880047,0.000989369,0.001489214,0.00227412,0.001418709,0.9585207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391199,"about_ca_system_score_gemma":0.0005988562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367975,"about_ca_topic_score_gemma":0.003728718,"domain_scores_codex":[0.9996456,0.00002305189,0.0000193406,0.0001026682,0.0001126243,0.00009676706],"domain_scores_gemma":[0.9993582,0.0000881372,0.0000365609,0.0001288971,0.0002026548,0.0001854911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000590123,0.0005869255,0.002043117,0.000442565,0.00004548835,0.0007900885,0.0001543799,0.0007859225,0.02922693,0.008525313,0.3194014,0.6374077],"study_design_scores_gemma":[0.00005840139,0.0000647007,0.001735288,0.0001667831,0.00001423402,0.0005187234,0.00007726191,0.0007611444,0.003573271,0.000967502,0.9920382,0.00002444098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004175638,0.0005774057,0.005211011,0.001010414,0.001110973,0.0002270776,0.002860135,0.003694792,0.9811326],"genre_scores_gemma":[0.004658183,0.0001604506,0.001935004,0.0002842144,0.00007331523,0.00009306441,0.001765962,0.0004500801,0.9905798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04285014,"threshold_uncertainty_score":0.06112045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111242296038154,"score_gpt":0.1829957403564043,"score_spread":0.1758844980603661,"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."}}