{"id":"W2154661284","doi":"10.1080/00218460701377388","title":"Digital In-Line Holography as a Three-Dimensional Tool to Study Motile Marine Organisms During Their Exploration of Surfaces","year":2007,"lang":"en","type":"article","venue":"The Journal of Adhesion","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Zoospore; Spore; Holography; Oceanography; Materials science; Optics; Biology; Geology; Physics; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005680008,0.0001235861,0.0002121058,0.0002000283,0.00006291128,0.00002976538,0.0001910113,0.00002266958,0.00005074576],"category_scores_gemma":[0.00001021907,0.00007632065,0.0001055975,0.0003957927,0.00004016539,0.0005270262,0.0001127496,0.0001499841,0.000006463463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008201712,"about_ca_system_score_gemma":0.0000199744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002665406,"about_ca_topic_score_gemma":0.00001338435,"domain_scores_codex":[0.9990574,0.00002900819,0.0004651841,0.00009013505,0.0001959971,0.0001622673],"domain_scores_gemma":[0.9993305,0.00009264972,0.0002683507,0.0001395713,0.0001176356,0.00005130867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002501637,0.003215418,0.7095492,0.000012232,0.000215901,0.00003690243,0.002982824,0.001778274,0.2377927,0.0002260659,0.00003870854,0.04165016],"study_design_scores_gemma":[0.001759346,0.002548221,0.6340201,0.00008908285,0.00004093201,0.00002003016,0.004133692,0.000008420252,0.3455351,0.0116401,0.00002739148,0.0001775124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0000287705,0.0006428944,0.00004293214,0.00009147961,0.0002185797,0.000009349236,0.000005404112,0.0005561491],"genre_scores_gemma":[0.9996715,0.000002216423,0.0002060419,0.00001319238,0.00006355793,8.239895e-7,0.00000378584,0.00001092556,0.00002791717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077424,"threshold_uncertainty_score":0.3112266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340738799662472,"score_gpt":0.2527908392488024,"score_spread":0.2393834512521777,"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."}}