{"id":"W4293007632","doi":"10.11159/icepr22.160","title":"Effect of Environment-Like Amount and Environment-Like Shaped PET-microparticles (3-7 µm) on Chlamydomonas reinhardtii and Chlorella vulgaris","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Social Fund; Mendelova Univerzita v Brně","keywords":"Chlorella vulgaris; Chlamydomonas reinhardtii; Chemistry; Botany; Algae; Biology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002084048,0.0003032358,0.0002417658,0.0000833848,0.0001744678,0.0004015553,0.0002249067,0.0005206309,0.001046763],"category_scores_gemma":[0.0003687894,0.0002150308,0.0003252572,0.0001246798,0.0002347854,0.0003445972,0.0001906535,0.0004074141,0.0001625796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431065,"about_ca_system_score_gemma":0.0001838638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203427,"about_ca_topic_score_gemma":0.00228238,"domain_scores_codex":[0.999791,0.00003302892,0.00001911617,0.00004937457,0.00003843789,0.00006913878],"domain_scores_gemma":[0.9997171,0.000130663,0.0000412373,0.00002021623,0.00004600581,0.00004476697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007928592,0.0001106309,0.0002678872,0.0001076117,0.00002121048,0.00009982301,0.00006112122,0.0003254156,0.9970562,0.00003945861,0.00005677788,0.001060991],"study_design_scores_gemma":[0.0000193787,0.000651261,0.002439355,0.000006096748,0.0000262273,0.00004079981,0.00007402666,0.0006043265,0.9956723,0.000009914777,0.0004456792,0.00001073378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989401,0.000370076,0.0001882796,0.00002949666,0.00003092072,0.000005487372,0.00008968249,0.000009633945,0.0003363546],"genre_scores_gemma":[0.9983928,0.0002294472,0.00042775,0.00004084123,0.000006665278,0.000005985318,0.0001228953,0.000006658239,0.0007668937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002203427,"threshold_uncertainty_score":0.00438118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007451642014650641,"score_gpt":0.2049146720815731,"score_spread":0.1974630300669225,"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."}}