{"id":"W7018077881","doi":"","title":"CLIP for point cloud understanding","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Point cloud; Cloud computing; Salient; Point (geometry); Feature (linguistics); Translation (biology); Task (project management)","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":[0.0002842457,0.001680363,0.0008657166,0.001151847,0.000483478,0.001100199,0.00304728,0.001392505,0.008647018],"category_scores_gemma":[0.001265857,0.0004768664,0.001604374,0.001635314,0.0005702375,0.002062329,0.001619274,0.002273114,0.004029019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175763,"about_ca_system_score_gemma":0.001082573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460747,"about_ca_topic_score_gemma":0.01970608,"domain_scores_codex":[0.9996778,0.00002326869,0.00001071572,0.0001388392,0.00009399246,0.00005536699],"domain_scores_gemma":[0.9996369,0.00006280684,0.00002858372,0.000147543,0.00009691685,0.00002729955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000358659,0.0001643821,0.002207473,0.0002754581,0.0001327797,0.0003236657,0.0001185668,0.1231988,0.02095774,0.01002901,0.05799724,0.7842363],"study_design_scores_gemma":[0.00001423589,0.00006404787,0.0007906628,0.00002229772,0.00002134853,0.0001243909,0.00004579561,0.9698299,0.009392193,0.009178356,0.010502,0.00001467001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0275832,0.000980759,0.93691,0.0004799149,0.000284414,0.0003008792,0.003875156,0.02206758,0.007518115],"genre_scores_gemma":[0.4126357,0.001245659,0.5478078,0.0007305924,0.0002358357,0.000555364,0.02153626,0.001243076,0.01400979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01460747,"threshold_uncertainty_score":0.02904487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593617437449345,"score_gpt":0.2156982426784798,"score_spread":0.1797620683039864,"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."}}