{"id":"W2088484738","doi":"10.1080/07373937.2014.948554","title":"Advances and Challenges on Algae Harvesting and Drying","year":2014,"lang":"en","type":"article","venue":"Drying Technology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biofuel; Algae; Algae fuel; Biochemical engineering; Environmental science; Biodiesel; Biotechnology; Pulp and paper industry; Engineering; Biology; Ecology","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":[0.003391709,0.0008581305,0.001080232,0.001363891,0.0008762851,0.002209991,0.00145338,0.00224746,0.003648205],"category_scores_gemma":[0.001564097,0.0004763435,0.0006716314,0.001590406,0.001313044,0.004505152,0.001505505,0.002481204,0.003165868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905731,"about_ca_system_score_gemma":0.0009677956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007054574,"about_ca_topic_score_gemma":0.001055992,"domain_scores_codex":[0.9987199,0.0002077447,0.0001390698,0.0002304886,0.0006177879,0.00008499467],"domain_scores_gemma":[0.9979328,0.001041814,0.0002338162,0.0001350276,0.0005409626,0.0001156842],"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":[0.0001098162,0.000181346,0.001140687,0.009997753,0.00005938159,0.0005309741,0.0004110905,0.002826215,0.04216131,0.03273562,0.02220601,0.8876398],"study_design_scores_gemma":[0.000009666542,0.0002302208,0.001188211,0.001729457,0.00005873523,0.002647885,0.0008742309,0.002700952,0.02671046,0.02567006,0.9380513,0.0001288093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004711654,0.9624093,0.01409613,0.0074762,0.001451118,0.00001608522,0.00004213771,0.0000954509,0.009701971],"genre_scores_gemma":[0.01670401,0.9608207,0.01415474,0.001496485,0.001747875,0.00002580635,0.0000836709,0.0000323334,0.004934359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003648205,"threshold_uncertainty_score":0.0179373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090855362902681,"score_gpt":0.2313912581460897,"score_spread":0.2104827045170629,"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."}}